add insightface

CHANGELOG.md

@@ -1,6 +1,6 @@
 # @vladmandic/human  
 
-  Version: **2.9.1**  
+  Version: **2.9.2**  
   Description: **Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gesture Recognition**  
   
   Author: **Vladimir Mandic <mandic00@live.com>**  
@@ -9,7 +9,10 @@
   
 ## Changelog
   
-### **HEAD -> main** 2022/07/29 mandic00@live.com
+### **2.9.2** 2022/08/08 mandic00@live.com
+
+
+### **origin/main** 2022/08/04 mandic00@live.com
 
 
 ### **release: 2.9.1** 2022/07/25 mandic00@live.com

TODO.md

@@ -49,3 +49,15 @@ Feature is automatically disabled in **NodeJS** without user impact
 
 ## Pending Release Changes
 
+- Add **InsightFace** model as alternative for face embedding/descriptor detection  
+  compatible with multiple variations of **InsightFace** models  
+  configurable using `config.face.insightface` config section  
+  see `demo/faceid/index.ts` for usage  
+  models can be downloaded from <https://github.com/vladmandic/insightface>  
+- Fix **MobileFaceNet** model as alternative for face embedding/descriptor detection  
+  configurable using `config.face.mobilefacenet` config section  
+- Fix **EfficientPose** module
+- Fix **NanoDet** module
+- Fix `human.match` when using mixed descriptor lengths
+- Update profiling methods in `human.profile()`  
+- Update project dependencies  

demo/faceid/README.md

@@ -38,4 +38,5 @@ designed to serve as a quick check when used together with other indicators:
 **FaceID** is compatible with
 - `faceres.json` (default) perfoms combined age/gender/descriptor analysis
 - `faceres-deep.json` higher resolution variation of `faceres`
+- `insightface` alternative model for face descriptor analysis
 - `mobilefacenet` alternative model for face descriptor analysis

demo/faceid/index.ts

@@ -17,7 +17,8 @@ const humanConfig = { // user configuration for human, used to fine-tune behavio
     enabled: true,
     detector: { rotation: true, return: true, cropFactor: 1.6, mask: false }, // return tensor is used to get detected face image
     description: { enabled: true }, // default model for face descriptor extraction is faceres
-    mobilefacenet: { enabled: false, modelPath: 'https://vladmandic.github.io/human-models/models/mobilefacenet.json' }, // alternative model
+    // mobilefacenet: { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/mobilefacenet.json' }, // alternative model
+    // insightface: { enabled: true, modelPath: 'https://vladmandic.github.io/insightface/models/insightface-mobilenet-swish.json' }, // alternative model
     iris: { enabled: true }, // needed to determine gaze direction
     emotion: { enabled: false }, // not needed
     antispoof: { enabled: true }, // enable optional antispoof module
@@ -142,7 +143,7 @@ async function validationLoop(): Promise<FaceResult> { // main screen refresh lo
     if (ok.blinkDetected && blink.time === 0) blink.time = Math.trunc(blink.end - blink.start);
     ok.facingCenter = gestures.includes('facing center');
     ok.lookingCenter = gestures.includes('looking center'); // must face camera and look at camera
-    ok.faceConfidence = (human.result.face[0].boxScore || 0) > options.minConfidence && (human.result.face[0].faceScore || 0) > options.minConfidence && (human.result.face[0].genderScore || 0) > options.minConfidence;
+    ok.faceConfidence = (human.result.face[0].boxScore || 0) > options.minConfidence && (human.result.face[0].faceScore || 0) > options.minConfidence;
     ok.antispoofCheck = (human.result.face[0].real || 0) > options.minConfidence;
     ok.livenessCheck = (human.result.face[0].live || 0) > options.minConfidence;
     ok.faceSize = human.result.face[0].box[2] >= options.minSize && human.result.face[0].box[3] >= options.minSize;
@@ -184,7 +185,8 @@ async function saveRecords() {
     const image = dom.canvas.getContext('2d')?.getImageData(0, 0, dom.canvas.width, dom.canvas.height) as ImageData;
     const rec = { id: 0, name: dom.name.value, descriptor: current.face?.embedding as number[], image };
     await indexDb.save(rec);
-    log('saved face record:', rec.name);
+    log('saved face record:', rec.name, 'descriptor length:', current.face?.embedding?.length);
+    log('known face records:', await indexDb.count());
   } else {
     log('invalid name');
   }
@@ -209,7 +211,7 @@ async function detectFace() {
     return false;
   }
   const db = await indexDb.load();
-  const descriptors = db.map((rec) => rec.descriptor);
+  const descriptors = db.map((rec) => rec.descriptor).filter((desc) => desc.length > 0);
   const res = await human.match(current.face.embedding, descriptors, matchOptions);
   current.record = db[res.index] || null;
   if (current.record) {
@@ -258,6 +260,7 @@ async function main() { // main entry point
 
 async function init() {
   log('human version:', human.version, '| tfjs version:', human.tf.version['tfjs-core']);
+  log('face embedding model:', humanConfig.face['description']?.enabled ? 'faceres' : '', humanConfig.face['mobilefacenet']?.enabled ? 'mobilefacenet' : '', humanConfig.face['insightface']?.enabled ? 'insightface' : '');
   log('options:', JSON.stringify(options).replace(/{|}|"|\[|\]/g, '').replace(/,/g, ' '));
   printFPS('loading...');
   log('known face records:', await indexDb.count());

dist/human.d.ts

@@ -1849,6 +1849,7 @@ export declare class Models {
     centernet: null | GraphModel | Promise<GraphModel>;
     efficientpose: null | GraphModel | Promise<GraphModel>;
     mobilefacenet: null | GraphModel | Promise<GraphModel>;
+    insightface: null | GraphModel | Promise<GraphModel>;
     emotion: null | GraphModel | Promise<GraphModel>;
     facedetect: null | GraphModel | Promise<GraphModel>;
     faceiris: null | GraphModel | Promise<GraphModel>;

dist/human.esm-nobundle.d.ts

@@ -1849,6 +1849,7 @@ export declare class Models {
     centernet: null | GraphModel | Promise<GraphModel>;
     efficientpose: null | GraphModel | Promise<GraphModel>;
     mobilefacenet: null | GraphModel | Promise<GraphModel>;
+    insightface: null | GraphModel | Promise<GraphModel>;
     emotion: null | GraphModel | Promise<GraphModel>;
     facedetect: null | GraphModel | Promise<GraphModel>;
     faceiris: null | GraphModel | Promise<GraphModel>;

dist/human.esm.d.ts

@@ -1849,6 +1849,7 @@ export declare class Models {
     centernet: null | GraphModel | Promise<GraphModel>;
     efficientpose: null | GraphModel | Promise<GraphModel>;
     mobilefacenet: null | GraphModel | Promise<GraphModel>;
+    insightface: null | GraphModel | Promise<GraphModel>;
     emotion: null | GraphModel | Promise<GraphModel>;
     facedetect: null | GraphModel | Promise<GraphModel>;
     faceiris: null | GraphModel | Promise<GraphModel>;

dist/human.node-gpu.d.ts

@@ -1849,6 +1849,7 @@ export declare class Models {
     centernet: null | GraphModel | Promise<GraphModel>;
     efficientpose: null | GraphModel | Promise<GraphModel>;
     mobilefacenet: null | GraphModel | Promise<GraphModel>;
+    insightface: null | GraphModel | Promise<GraphModel>;
     emotion: null | GraphModel | Promise<GraphModel>;
     facedetect: null | GraphModel | Promise<GraphModel>;
     faceiris: null | GraphModel | Promise<GraphModel>;

dist/human.node-wasm.d.ts

@@ -1849,6 +1849,7 @@ export declare class Models {
     centernet: null | GraphModel | Promise<GraphModel>;
     efficientpose: null | GraphModel | Promise<GraphModel>;
     mobilefacenet: null | GraphModel | Promise<GraphModel>;
+    insightface: null | GraphModel | Promise<GraphModel>;
     emotion: null | GraphModel | Promise<GraphModel>;
     facedetect: null | GraphModel | Promise<GraphModel>;
     faceiris: null | GraphModel | Promise<GraphModel>;

dist/human.node.d.ts

@@ -1849,6 +1849,7 @@ export declare class Models {
     centernet: null | GraphModel | Promise<GraphModel>;
     efficientpose: null | GraphModel | Promise<GraphModel>;
     mobilefacenet: null | GraphModel | Promise<GraphModel>;
+    insightface: null | GraphModel | Promise<GraphModel>;
     emotion: null | GraphModel | Promise<GraphModel>;
     facedetect: null | GraphModel | Promise<GraphModel>;
     faceiris: null | GraphModel | Promise<GraphModel>;

src/body/efficientpose.ts

@@ -32,22 +32,23 @@ export async function load(config: Config): Promise<GraphModel> {
 }
 
 // performs argmax and max functions on a 2d tensor
-async function max2d(inputs, minScore) {
+async function max2d(inputs, minScore): Promise<[number, number, number]> {
   const [width, height] = inputs.shape;
   const reshaped = tf.reshape(inputs, [height * width]); // combine all data
   const max = tf.max(reshaped, 0);
-  const newScore = (await max.data())[0]; // get highest score
-  tf.dispose([reshaped, max]);
+  const newScore: number = (await max.data())[0]; // get highest score
   if (newScore > minScore) { // skip coordinate calculation is score is too low
     const coordinates = tf.argMax(reshaped, 0);
     const mod = tf.mod(coordinates, width);
     const x = (await mod.data())[0];
-    const div = tf.div(coordinates, tf.scalar(width, 'int32'));
-    const y = (await div.data())[0];
-    tf.dispose([mod, div]);
+    const div = tf.div(coordinates, width);
+    const y: number = (await div.data())[0];
+    tf.dispose([reshaped, max, coordinates, mod, div]);
     return [x, y, newScore];
+  } else {
+    tf.dispose([reshaped, max]);
+    return [0, 0, newScore];
   }
-  return [0, 0, newScore];
 }
 
 export async function predict(image: Tensor, config: Config): Promise<BodyResult[]> {
@@ -66,7 +67,6 @@ export async function predict(image: Tensor, config: Config): Promise<BodyResult
       const norm = tf.sub(enhance, constants.tf1);
       return norm;
     });
-
     let resT;
     if (config.body.enabled) resT = model?.execute(tensor);
     lastTime = now();
@@ -74,11 +74,12 @@ export async function predict(image: Tensor, config: Config): Promise<BodyResult
 
     if (resT) {
       cache.keypoints.length = 0;
-      const squeeze = resT.squeeze();
+      const squeeze = tf.squeeze(resT);
       tf.dispose(resT);
       // body parts are basically just a stack of 2d tensors
-      const stack = squeeze.unstack(2);
+      const stack = tf.unstack(squeeze, 2);
       tf.dispose(squeeze);
+
       // process each unstacked tensor as a separate body part
       for (let id = 0; id < stack.length; id++) {
         // actual processing to get coordinates and score

src/face/face.ts

@@ -16,6 +16,7 @@ import * as gear from '../gear/gear';
 import * as ssrnetAge from '../gear/ssrnet-age';
 import * as ssrnetGender from '../gear/ssrnet-gender';
 import * as mobilefacenet from './mobilefacenet';
+import * as insightface from './insightface';
 import type { FaceResult, Emotion, Gender, Race } from '../result';
 import type { Tensor } from '../tfjs/types';
 import type { Human } from '../human';
@@ -32,6 +33,7 @@ export const detectFace = async (instance: Human /* instance of human */, input:
   let genderRes: { gender: string, genderScore: number } | Promise<{ gender: string, genderScore: number }> | null;
   let emotionRes: { score: number, emotion: Emotion }[] | Promise<{ score: number, emotion: Emotion }[]>;
   let mobilefacenetRes: number[] | Promise<number[]> | null;
+  let insightfaceRes: number[] | Promise<number[]> | null;
   let antispoofRes: number | Promise<number> | null;
   let livenessRes: number | Promise<number> | null;
   let descRes: DescRes | Promise<DescRes> | null;
@@ -126,7 +128,7 @@ export const detectFace = async (instance: Human /* instance of human */, input:
     }
     instance.analyze('End SSRNet:');
 
-    // run gear, inherits face from blazeface
+    // run mobilefacenet alternative, inherits face from blazeface
     instance.analyze('Start MobileFaceNet:');
     if (instance.config.async) {
       mobilefacenetRes = instance.config.face['mobilefacenet']?.enabled ? mobilefacenet.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
@@ -138,21 +140,33 @@ export const detectFace = async (instance: Human /* instance of human */, input:
     }
     instance.analyze('End MobileFaceNet:');
 
-    // run emotion, inherits face from blazeface
+    // run insightface alternative, inherits face from blazeface
+    instance.analyze('Start InsightFace:');
+    if (instance.config.async) {
+      insightfaceRes = instance.config.face['insightface']?.enabled ? insightface.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
+    } else {
+      instance.state = 'run:mobilefacenet';
+      timeStamp = now();
+      insightfaceRes = instance.config.face['insightface']?.enabled ? await insightface.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
+      instance.performance.mobilefacenet = Math.trunc(now() - timeStamp);
+    }
+    instance.analyze('End InsightFace:');
+
+    // run faceres, inherits face from blazeface
     instance.analyze('Start Description:');
     if (instance.config.async) {
-      descRes = instance.config.face.description?.enabled ? faceres.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
+      descRes = faceres.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length);
     } else {
       instance.state = 'run:description';
       timeStamp = now();
-      descRes = instance.config.face.description?.enabled ? await faceres.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
+      descRes = await faceres.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length);
       instance.performance.description = env.perfadd ? (instance.performance.description || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
     }
     instance.analyze('End Description:');
 
     // if async wait for results
     if (instance.config.async) {
-      [ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]);
+      [ageRes, genderRes, emotionRes, mobilefacenetRes, insightfaceRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, insightfaceRes, descRes, gearRes, antispoofRes, livenessRes]);
     }
     instance.analyze('Finish Face:');
 
@@ -173,10 +187,14 @@ export const detectFace = async (instance: Human /* instance of human */, input:
         race: (gearRes as gear.GearType).race,
       };
     }
-    if (instance.config.face['mobilefacenet']?.enabled && mobilefacenetRes) { // override descriptor if embedding model is used
+    if (instance.config.face['mobilefacenet']?.enabled && mobilefacenetRes) { // override descriptor if mobilefacenet model is used
       (descRes as DescRes).descriptor = mobilefacenetRes as number[];
     }
 
+    if (instance.config.face['insightface']?.enabled && insightfaceRes) { // override descriptor if insightface model is used
+      (descRes as DescRes).descriptor = insightfaceRes as number[];
+    }
+
     // calculate iris distance
     // iris: array[ center, left, top, right, bottom]
     if (!instance.config.face.iris?.enabled) {

src/face/insightface.ts

@@ -0,0 +1,55 @@
+/**
+ * InsightFace model implementation
+ *
+ * Based on: [**DeepInsight InsightFace**](https://github.com/deepinsight/insightface)
+ *
+ * Alternative face embedding detection
+ */
+
+import { log, now } from '../util/util';
+import * as tf from '../../dist/tfjs.esm.js';
+import { loadModel } from '../tfjs/load';
+import type { Tensor, GraphModel } from '../tfjs/types';
+import type { Config } from '../config';
+import { env } from '../util/env';
+
+let model: GraphModel | null;
+const last: Array<number[]> = [];
+let lastCount = 0;
+let lastTime = 0;
+let skipped = Number.MAX_SAFE_INTEGER;
+
+export async function load(config: Config): Promise<GraphModel> {
+  if (env.initial) model = null;
+  if (!model) model = await loadModel(config.face['insightface'].modelPath);
+  else if (config.debug) log('cached model:', model['modelUrl']);
+  return model;
+}
+
+export async function predict(input: Tensor, config: Config, idx, count): Promise<number[]> {
+  if (!model) return [];
+  const skipFrame = skipped < (config.face['insightface']?.skipFrames || 0);
+  const skipTime = (config.face['insightface']?.skipTime || 0) > (now() - lastTime);
+  if (config.skipAllowed && skipTime && skipFrame && (lastCount === count) && last[idx]) {
+    skipped++;
+    return last[idx];
+  }
+  return new Promise(async (resolve) => {
+    let data: Array<number> = [];
+    if (config.face['insightface']?.enabled && model?.inputs[0].shape) {
+      const t: Record<string, Tensor> = {};
+      t.crop = tf.image.resizeBilinear(input, [model.inputs[0].shape[2], model.inputs[0].shape[1]], false); // just resize to fit the embedding model
+      // do a tight crop of image and resize it to fit the model
+      // const box = [[0.05, 0.15, 0.85, 0.85]]; // empyrical values for top, left, bottom, right
+      // t.crop = tf.image.cropAndResize(input, box, [0], [model.inputs[0].shape[2], model.inputs[0].shape[1]]);
+      t.data = model?.execute(t.crop) as Tensor;
+      const output = await t.data.data();
+      data = Array.from(output); // convert typed array to simple array
+      Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));
+    }
+    last[idx] = data;
+    lastCount = count;
+    lastTime = now();
+    resolve(data);
+  });
+}

src/face/match.ts

@@ -54,13 +54,13 @@ export function similarity(descriptor1: Descriptor, descriptor2: Descriptor, opt
  * - `similarity` calculated normalized `similarity` of given descriptor to the best match
 */
 export function match(descriptor: Descriptor, descriptors: Array<Descriptor>, options: MatchOptions = { order: 2, multiplier: 25, threshold: 0, min: 0.2, max: 0.8 }) {
-  if (!Array.isArray(descriptor) || !Array.isArray(descriptors) || descriptor.length < 64 || descriptors.length === 0 || descriptor.length !== descriptors[0].length) { // validate input
+  if (!Array.isArray(descriptor) || !Array.isArray(descriptors) || descriptor.length < 64 || descriptors.length === 0) { // validate input
     return { index: -1, distance: Number.POSITIVE_INFINITY, similarity: 0 };
   }
   let lowestDistance = Number.MAX_SAFE_INTEGER;
   let index = -1;
   for (let i = 0; i < descriptors.length; i++) {
-    const res = distance(descriptor, descriptors[i], options);
+    const res = descriptors[i].length === descriptor.length ? distance(descriptor, descriptors[i], options) : Number.MAX_SAFE_INTEGER;
     if (res < lowestDistance) {
       lowestDistance = res;
       index = i;

src/face/mobilefacenet.ts

@@ -1,5 +1,5 @@
 /**
- * EfficientPose model implementation
+ * MobileFaceNet model implementation
  *
  * Based on: [**BecauseofAI MobileFace**](https://github.com/becauseofAI/MobileFace)
  *
@@ -46,15 +46,15 @@ const contrast = merge.sub(mean).mul(factor).add(mean);
 
 export async function predict(input: Tensor, config: Config, idx, count): Promise<number[]> {
   if (!model) return [];
-  const skipFrame = skipped < (config.face['embedding']?.skipFrames || 0);
-  const skipTime = (config.face['embedding']?.skipTime || 0) > (now() - lastTime);
+  const skipFrame = skipped < (config.face['mobilefacenet']?.skipFrames || 0);
+  const skipTime = (config.face['mobilefacenet']?.skipTime || 0) > (now() - lastTime);
   if (config.skipAllowed && skipTime && skipFrame && (lastCount === count) && last[idx]) {
     skipped++;
     return last[idx];
   }
   return new Promise(async (resolve) => {
     let data: Array<number> = [];
-    if (config.face['embedding']?.enabled && model?.inputs[0].shape) {
+    if (config.face['mobilefacenet']?.enabled && model?.inputs[0].shape) {
       const t: Record<string, Tensor> = {};
       t.crop = tf.image.resizeBilinear(input, [model.inputs[0].shape[2], model.inputs[0].shape[1]], false); // just resize to fit the embedding model
       // do a tight crop of image and resize it to fit the model
@@ -75,6 +75,7 @@ export async function predict(input: Tensor, config: Config, idx, count): Promis
       */
       const output = await t.data.data();
       data = Array.from(output); // convert typed array to simple array
+      Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));
     }
     last[idx] = data;
     lastCount = count;

src/models.ts

@@ -14,6 +14,7 @@ import * as centernet from './object/centernet';
 import * as efficientpose from './body/efficientpose';
 import * as emotion from './gear/emotion';
 import * as mobilefacenet from './face/mobilefacenet';
+import * as insightface from './face/insightface';
 import * as facemesh from './face/facemesh';
 import * as faceres from './face/faceres';
 import * as handpose from './hand/handpose';
@@ -42,6 +43,7 @@ export class Models {
   centernet: null | GraphModel | Promise<GraphModel> = null;
   efficientpose: null | GraphModel | Promise<GraphModel> = null;
   mobilefacenet: null | GraphModel | Promise<GraphModel> = null;
+  insightface: null | GraphModel | Promise<GraphModel> = null;
   emotion: null | GraphModel | Promise<GraphModel> = null;
   facedetect: null | GraphModel | Promise<GraphModel> = null;
   faceiris: null | GraphModel | Promise<GraphModel> = null;
@@ -131,6 +133,7 @@ export async function load(instance: Human): Promise<void> {
   if (instance.config.face.enabled && instance.config.face['ssrnet']?.enabled && !instance.models.ssrnetgender) instance.models.ssrnetgender = ssrnetGender.load(instance.config);
   // @ts-ignore optional model
   if (instance.config.face.enabled && instance.config.face['mobilefacenet']?.enabled && !instance.models.mobilefacenet) instance.models.mobilefacenet = mobilefacenet.load(instance.config);
+  if (instance.config.face.enabled && instance.config.face['insightface']?.enabled && !instance.models.insightface) instance.models.insightface = insightface.load(instance.config);
   if (instance.config.hand.enabled && !instance.models.handtrack && instance.config.hand.detector?.modelPath?.includes('handtrack')) instance.models.handtrack = handtrack.loadDetect(instance.config);
   if (instance.config.hand.enabled && instance.config.hand.landmarks && !instance.models.handskeleton && instance.config.hand.detector?.modelPath?.includes('handtrack')) instance.models.handskeleton = handtrack.loadSkeleton(instance.config);
   if (instance.config.object.enabled && !instance.models.centernet && instance.config.object?.modelPath?.includes('centernet')) instance.models.centernet = centernet.load(instance.config);

src/object/nanodet.ts

@@ -36,56 +36,54 @@ async function process(res: Tensor[], outputShape: [number, number], config: Con
   let results: Array<ObjectResult> = [];
   for (const strideSize of [1, 2, 4]) { // try each stride size as it detects large/medium/small objects
     // find scores, boxes, classes
-    tf.tidy(async () => { // wrap in tidy to automatically deallocate temp tensors
-      const baseSize = strideSize * 13; // 13x13=169, 26x26=676, 52x52=2704
-      // find boxes and scores output depending on stride
-      const scoresT = tf.squeeze(res.find((a: Tensor) => (a.shape[1] === (baseSize ** 2) && (a.shape[2] || 0) === labels.length)));
-      const featuresT = tf.squeeze(res.find((a: Tensor) => (a.shape[1] === (baseSize ** 2) && (a.shape[2] || 0) < labels.length)));
-      const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); // reshape [output] to [4, output / 4] where number is number of different features inside each stride
-      const boxIdx = await boxesMax.argMax(2).array(); // what we need is indexes of features with highest scores, not values itself
-      const scores = await scoresT.array(); // optionally use exponential scores or just as-is
-      for (let i = 0; i < scoresT.shape[0]; i++) { // total strides (x * y matrix)
-        for (let j = 0; j < scoresT.shape[1]; j++) { // one score for each class
-          const score = scores[i][j]; // get score for current position
-          if (score > (config.object.minConfidence || 0) && j !== 61) {
-            const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; // center.x normalized to range 0..1
-            const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; // center.y normalized to range 0..1
-            const boxOffset = boxIdx[i].map((a: number) => a * (baseSize / strideSize / inputSize)); // just grab indexes of features with highest scores
-            const [x, y] = [
-              cx - (scaleBox / strideSize * boxOffset[0]),
-              cy - (scaleBox / strideSize * boxOffset[1]),
-            ];
-            const [w, h] = [
-              cx + (scaleBox / strideSize * boxOffset[2]) - x,
-              cy + (scaleBox / strideSize * boxOffset[3]) - y,
-            ];
-            let boxRaw: Box = [x, y, w, h]; // results normalized to range 0..1
-            boxRaw = boxRaw.map((a) => Math.max(0, Math.min(a, 1))) as Box; // fix out-of-bounds coords
-            const box = [ // results normalized to input image pixels
-              boxRaw[0] * outputShape[0],
-              boxRaw[1] * outputShape[1],
-              boxRaw[2] * outputShape[0],
-              boxRaw[3] * outputShape[1],
-            ];
-            const result = {
-              id: id++,
-              // strideSize,
-              score: Math.round(100 * score) / 100,
-              class: j + 1,
-              label: labels[j].label as ObjectType,
-              // center: [Math.trunc(outputShape[0] * cx), Math.trunc(outputShape[1] * cy)],
-              // centerRaw: [cx, cy],
-              box: box.map((a) => Math.trunc(a)) as Box,
-              boxRaw,
-            };
-            results.push(result);
-          }
+    const baseSize = strideSize * 13; // 13x13=169, 26x26=676, 52x52=2704
+    // find boxes and scores output depending on stride
+    const scoresT = tf.squeeze(res.find((a: Tensor) => (a.shape[1] === (baseSize ** 2) && (a.shape[2] || 0) === labels.length)));
+    const scores = await scoresT.array(); // optionally use exponential scores or just as-is
+    const featuresT = tf.squeeze(res.find((a: Tensor) => (a.shape[1] === (baseSize ** 2) && (a.shape[2] || 0) < labels.length)));
+    const boxesMaxT = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); // reshape [output] to [4, output / 4] where number is number of different features inside each stride
+    const boxIdxT = boxesMaxT.argMax(2); // what we need is indexes of features with highest scores, not values itself
+    const boxIdx = await boxIdxT.array(); // what we need is indexes of features with highest scores, not values itself
+    for (let i = 0; i < scoresT.shape[0]; i++) { // total strides (x * y matrix)
+      for (let j = 0; j < scoresT.shape[1]; j++) { // one score for each class
+        const score = scores[i][j]; // get score for current position
+        if (score > (config.object.minConfidence || 0) && j !== 61) {
+          const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; // center.x normalized to range 0..1
+          const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; // center.y normalized to range 0..1
+          const boxOffset = boxIdx[i].map((a: number) => a * (baseSize / strideSize / inputSize)); // just grab indexes of features with highest scores
+          const [x, y] = [
+            cx - (scaleBox / strideSize * boxOffset[0]),
+            cy - (scaleBox / strideSize * boxOffset[1]),
+          ];
+          const [w, h] = [
+            cx + (scaleBox / strideSize * boxOffset[2]) - x,
+            cy + (scaleBox / strideSize * boxOffset[3]) - y,
+          ];
+          let boxRaw: Box = [x, y, w, h]; // results normalized to range 0..1
+          boxRaw = boxRaw.map((a) => Math.max(0, Math.min(a, 1))) as Box; // fix out-of-bounds coords
+          const box = [ // results normalized to input image pixels
+            boxRaw[0] * outputShape[0],
+            boxRaw[1] * outputShape[1],
+            boxRaw[2] * outputShape[0],
+            boxRaw[3] * outputShape[1],
+          ];
+          const result = {
+            id: id++,
+            // strideSize,
+            score: Math.round(100 * score) / 100,
+            class: j + 1,
+            label: labels[j].label as ObjectType,
+            // center: [Math.trunc(outputShape[0] * cx), Math.trunc(outputShape[1] * cy)],
+            // centerRaw: [cx, cy],
+            box: box.map((a) => Math.trunc(a)) as Box,
+            boxRaw,
+          };
+          results.push(result);
         }
       }
-    });
+    }
+    tf.dispose([scoresT, featuresT, boxesMaxT, boxIdxT]);
   }
-  // deallocate tensors
-  res.forEach((t) => tf.dispose(t));
 
   // normally nms is run on raw results, but since boxes need to be calculated this way we skip calulcation of
   // unnecessary boxes and run nms only on good candidates (basically it just does IOU analysis as scores are already filtered)
@@ -117,19 +115,17 @@ export async function predict(image: Tensor, config: Config): Promise<ObjectResu
   if (!env.kernels.includes('mod') || !env.kernels.includes('sparsetodense')) return last;
   return new Promise(async (resolve) => {
     const outputSize = [image.shape[2] || 0, image.shape[1] || 0];
-    const resize = tf.image.resizeBilinear(image, [inputSize, inputSize], false);
-    const norm = tf.div(resize, constants.tf255);
-    const transpose = norm.transpose([0, 3, 1, 2]);
-    tf.dispose(norm);
-    tf.dispose(resize);
+    const resizeT = tf.image.resizeBilinear(image, [inputSize, inputSize], false);
+    const normT = tf.div(resizeT, constants.tf255);
+    const transposeT = tf.transpose(normT, [0, 3, 1, 2]);
 
     let objectT;
-    if (config.object.enabled) objectT = model.execute(transpose);
+    if (config.object.enabled) objectT = model.execute(transposeT);
     lastTime = now();
-    tf.dispose(transpose);
 
     const obj = await process(objectT as Tensor[], outputSize as [number, number], config);
     last = obj;
+    tf.dispose([resizeT, normT, transposeT, ...objectT]);
     resolve(obj);
   });
 }

test/build.log

@@ -1,24 +1,24 @@
-2022-08-04 09:11:15 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.1"} 
-2022-08-04 09:11:15 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
-2022-08-04 09:11:15 INFO:  Toolchain: {"build":"0.7.8","esbuild":"0.14.53","typescript":"4.7.4","typedoc":"0.23.10","eslint":"8.21.0"} 
-2022-08-04 09:11:15 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
-2022-08-04 09:11:15 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":102,"outputBytes":608} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":74,"inputBytes":649269,"outputBytes":304361} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":110,"outputBytes":612} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":74,"inputBytes":649273,"outputBytes":304365} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":149,"outputBytes":664} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":74,"inputBytes":649325,"outputBytes":304415} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1069,"outputBytes":358} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1032,"outputBytes":583} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":74,"inputBytes":649244,"outputBytes":303238} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1271,"outputBytes":2787569} 
-2022-08-04 09:11:15 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":74,"inputBytes":3436230,"outputBytes":1666096} 
-2022-08-04 09:11:16 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":74,"inputBytes":3436230,"outputBytes":3066923} 
-2022-08-04 09:11:22 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":30} 
-2022-08-04 09:11:25 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":76,"generated":true} 
-2022-08-04 09:11:25 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6787,"outputBytes":3141} 
-2022-08-04 09:11:25 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":7604} 
-2022-08-04 09:11:35 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":107,"errors":0,"warnings":0} 
-2022-08-04 09:11:35 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
-2022-08-04 09:11:35 INFO:  Done... 
+2022-08-08 15:08:28 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.2"} 
+2022-08-08 15:08:28 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
+2022-08-08 15:08:28 INFO:  Toolchain: {"build":"0.7.8","esbuild":"0.14.54","typescript":"4.7.4","typedoc":"0.23.10","eslint":"8.21.0"} 
+2022-08-08 15:08:28 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
+2022-08-08 15:08:28 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":102,"outputBytes":608} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":652676,"outputBytes":305745} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":110,"outputBytes":612} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":652680,"outputBytes":305749} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":149,"outputBytes":664} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":652732,"outputBytes":305799} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1069,"outputBytes":358} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1032,"outputBytes":583} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":652651,"outputBytes":304598} 
+2022-08-08 15:08:28 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1271,"outputBytes":2787569} 
+2022-08-08 15:08:29 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3439637,"outputBytes":1667460} 
+2022-08-08 15:08:29 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3439637,"outputBytes":3069462} 
+2022-08-08 15:08:36 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":30} 
+2022-08-08 15:08:38 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":76,"generated":true} 
+2022-08-08 15:08:38 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6787,"outputBytes":3141} 
+2022-08-08 15:08:38 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15629,"outputBytes":7798} 
+2022-08-08 15:08:47 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":108,"errors":0,"warnings":0} 
+2022-08-08 15:08:47 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
+2022-08-08 15:08:47 INFO:  Done... 

test/node.js

@@ -5,11 +5,12 @@ const { fork } = require('child_process');
 const log = require('@vladmandic/pilogger');
 
 let logFile = 'test.log';
+log.configure({ inspect: { breakLength: 500 } });
 
 const tests = [
   'test-node.js',
-  'test-node-gpu.js',
-  'test-node-wasm.js',
+  // 'test-node-gpu.js',
+  // 'test-node-wasm.js',
 ];
 
 const demos = [

test/test-main.js

@@ -254,7 +254,7 @@ async function test(Human, inputConfig) {
   await human.load();
   const models = Object.keys(human.models).map((model) => ({ name: model, loaded: (human.models[model] !== null), url: human.models[model] ? human.models[model].modelUrl : null }));
   const loaded = models.filter((model) => model.loaded);
-  if (models.length === 22 && loaded.length === 12) log('state', 'passed: models loaded', models.length, loaded.length, models);
+  if (models.length === 23 && loaded.length === 12) log('state', 'passed: models loaded', models.length, loaded.length, models);
   else log('error', 'failed: models loaded', models.length, loaded.length, models);
 
   // increase defaults
@@ -292,7 +292,7 @@ async function test(Human, inputConfig) {
   human.reset();
   config.async = true;
   config.cacheSensitivity = 0;
-  res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'async');
   if (!res || res?.face?.length !== 1 || res?.face[0].gender !== 'female') log('error', 'failed: default result face mismatch', res?.face?.length, res?.face[0].gender, res?.face[0].genderScore);
   else log('state', 'passed: default result face match', res?.face?.length, res?.face[0].gender, res?.face[0].genderScore);
 
@@ -301,7 +301,7 @@ async function test(Human, inputConfig) {
   human.reset();
   config.async = false;
   config.cacheSensitivity = 0;
-  res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'sync');
   if (!res || res?.face?.length !== 1 || res?.face[0].gender !== 'female') log('error', 'failed: default sync', res?.face?.length, res?.face[0].gender, res?.face[0].genderScore);
   else log('state', 'passed: default sync', res?.face?.length, res?.face[0].gender, res?.face[0].genderScore);
 
@@ -319,21 +319,25 @@ async function test(Human, inputConfig) {
   else log('state', 'passed: invalid input', res.error || res);
 
   // test face attention
-  /*
   log('info', 'test face attention');
+  config.face.mesh = { enabled: true };
+  res = await testDetect(human, 'samples/in/ai-face.jpg', 'face mesh');
+  if (!res || !res.face[0] || res.face[0].mesh.length !== 478 || Object.keys(res.face[0].annotations).length !== 36) log('error', 'failed: face mesh', { mesh: res.face[0]?.mesh?.length, annotations: Object.keys(res.face[0].annotations).length });
+  else log('state', 'passed: face attention');
   human.models.facemesh = null; // unload model
   config.face.attention = { enabled: true };
-  res = await testDetect(human, 'samples/in/ai-face.jpg', 'default');
-  */
+  res = await testDetect(human, 'samples/in/ai-face.jpg', 'face attention');
+  if (!res || !res.face[0] || res.face[0].mesh.length !== 478 || Object.keys(res.face[0].annotations).length !== 36) log('error', 'failed: face attention', { mesh: res.face[0]?.mesh?.length, annotations: Object.keys(res.face[0].annotations).length });
+  else log('state', 'passed: face attention');
 
   // test face similarity
   log('info', 'test face similarity');
   human.reset();
   config.async = false;
   config.cacheSensitivity = 0;
-  let res1 = await testDetect(human, 'samples/in/ai-face.jpg', 'default');
-  let res2 = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
-  let res3 = await testDetect(human, 'samples/in/ai-upper.jpg', 'default');
+  let res1 = await testDetect(human, 'samples/in/ai-face.jpg', 'face similarity');
+  let res2 = await testDetect(human, 'samples/in/ai-body.jpg', 'face similarity');
+  let res3 = await testDetect(human, 'samples/in/ai-upper.jpg', 'face similarity');
   const desc1 = res1 && res1.face && res1.face[0] && res1.face[0].embedding ? [...res1.face[0].embedding] : null;
   const desc2 = res2 && res2.face && res2.face[0] && res2.face[0].embedding ? [...res2.face[0].embedding] : null;
   const desc3 = res3 && res3.face && res3.face[0] && res3.face[0].embedding ? [...res3.face[0].embedding] : null;
@@ -345,6 +349,20 @@ async function test(Human, inputConfig) {
   if (res1 < 1 || res2 < 0.40 || res3 < 0.40 || res2 > 0.75 || res3 > 0.75) log('error', 'failed: face similarity', { similarity: [res1, res2, res3], descriptors: [desc1?.length, desc2?.length, desc3?.length] });
   else log('state', 'passed: face similarity', { similarity: [res1, res2, res3], descriptors: [desc1?.length, desc2?.length, desc3?.length] });
 
+  // test alternative face embeddings
+  log('info', 'test face similarity alternative');
+  human.reset();
+  config.async = false;
+  config.cacheSensitivity = 0;
+  config.face['mobilefacenet'] = { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/mobilefacenet.json' };
+  res = await testDetect(human, 'samples/in/ai-face.jpg', 'face embeddings');
+  if (!res || !res.face || !res.face[0] || res.face[0].embedding.length !== 192) log('error', 'failed: mobilefacenet', { embedding: res.face[0]?.embedding?.length });
+  else log('state', 'passed: mobilefacenet');
+  config.face['insightface'] = { enabled: true, modelPath: 'https://vladmandic.github.io/insightface/models/insightface-mobilenet-swish.json' };
+  res = await testDetect(human, 'samples/in/ai-face.jpg', 'face embeddings');
+  if (!res || !res.face || !res.face[0] || res.face[0].embedding.length !== 512) log('error', 'failed: insightface', { embedding: res.face[0]?.embedding?.length });
+  else log('state', 'passed: insightface');
+
   // test face matching
   log('info', 'test face matching');
   const db = JSON.parse(fs.readFileSync('demo/facematch/faces.json').toString());
@@ -360,10 +378,16 @@ async function test(Human, inputConfig) {
   // test object detection
   log('info', 'test object');
   human.reset();
-  config.object = { enabled: true };
-  res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
-  if (!res || res?.object?.length !== 1 || res?.object[0]?.label !== 'person') log('error', 'failed: object result mismatch', res?.object?.length);
-  else log('state', 'passed: object result match');
+  config.object = { enabled: true, modelPath: 'mb3-centernet.json' };
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'object');
+  if (!res || res?.object?.length < 1 || res?.object[0]?.label !== 'person') log('error', 'failed: centernet', res?.object);
+  else log('state', 'passed: centernet');
+
+  config.object = { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/nanodet.json' };
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'object');
+  if (!res || res?.object?.length < 1 || res?.object[0]?.label !== 'person') log('error', 'failed: nanodet', res?.object);
+  else log('state', 'passed: nanodet');
+  config.object.enabled = false;
 
   // test sensitive config
   log('info', 'test sensitive');
@@ -372,7 +396,7 @@ async function test(Human, inputConfig) {
   config.face = { detector: { minConfidence: 0.0001, maxDetected: 1 } };
   config.body = { minConfidence: 0.0001 };
   config.hand = { minConfidence: 0.0001 };
-  res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'sensitive');
   if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 2 || res?.gesture?.length < 8) log('error', 'failed: sensitive result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
   else log('state', 'passed: sensitive result match');
 
@@ -394,13 +418,39 @@ async function test(Human, inputConfig) {
   if (!hand || hand?.box?.length !== 4 || hand?.keypoints?.length !== 21) log('error', 'failed: sensitive hand result mismatch', hand?.keypoints?.length);
   else log('state', 'passed: sensitive hand result match');
 
+  // test body alternatives
+  log('info', 'test body');
+  human.reset();
+  config.async = false;
+  config.cacheSensitivity = 0;
+
+  config.body = { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/blazepose-heavy.json' };
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'blazepose');
+  if (!res || !res.body || !res.body[0] || res.body[0].score < 0.9 || res.body[0].keypoints?.length !== 39) log('error', 'failed: blazepose', { body: res.body[0] });
+  else log('state', 'passed: blazepose');
+
+  config.body = { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/efficientpose.json' };
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'efficientpose');
+  if (!res || !res.body || !res.body[0] || res.body[0].score < 0.7 || res.body[0].keypoints?.length !== 13) log('error', 'failed: efficientpose', { body: res.body[0] });
+  else log('state', 'passed: efficientpose');
+
+  config.body = { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/posenet.json' };
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'posenet');
+  if (!res || !res.body || !res.body[0] || res.body[0].score < 0.9 || res.body[0].keypoints?.length !== 16) log('error', 'failed: posenet', { body: res.body[0] });
+  else log('state', 'passed: posenet');
+
+  config.body = { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/movenet-lightning.json' };
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'movenet');
+  if (!res || !res.body || !res.body[0] || res.body[0].score < 0.9 || res.body[0].keypoints?.length !== 17) log('error', 'failed: movenet', { body: res.body[0] });
+  else log('state', 'passed: movenet');
+
   // test detectors only
   log('info', 'test detectors');
   human.reset();
   config.face = { mesh: { enabled: false }, iris: { enabled: false }, description: { enabled: false }, emotion: { enabled: false } };
   config.hand = { landmarks: false };
-  res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
-  if (!res || res?.face?.length !== 1 || res?.face[0]?.gender || res?.face[0]?.age || res?.face[0]?.embedding) log('error', 'failed: detectors result face mismatch', res?.face);
+  res = await testDetect(human, 'samples/in/ai-body.jpg', 'detectors');
+  if (!res || res?.face?.length !== 1 || res?.face[0]?.gender !== 'unknown' || res?.face[0]?.age || res?.face[0]?.embedding?.length > 0) log('error', 'failed: detectors result face mismatch', res?.face);
   else log('state', 'passed: detector result face match');
   if (!res || res?.hand?.length !== 1 || res?.hand[0]?.landmarks?.length > 0) log('error', 'failed: detectors result hand mismatch', res?.hand?.length);
   else log('state', 'passed: detector result hand match');
@@ -409,24 +459,24 @@ async function test(Human, inputConfig) {
   log('info', 'test: multi-instance');
   const first = new Human(config);
   const second = new Human(config);
-  await testDetect(human, null, 'default');
+  await testDetect(human, null, 'multi instance');
   log('info', 'test: first instance');
-  await testDetect(first, 'samples/in/ai-upper.jpg', 'default');
+  await testDetect(first, 'samples/in/ai-upper.jpg', 'multi instance');
   log('info', 'test: second instance');
-  await testDetect(second, 'samples/in/ai-upper.jpg', 'default');
+  await testDetect(second, 'samples/in/ai-upper.jpg', 'multi instance');
 
   // test async multiple instances
   log('info', 'test: concurrent');
   await Promise.all([
-    testDetect(human, 'samples/in/ai-face.jpg', 'default', false),
-    testDetect(first, 'samples/in/ai-face.jpg', 'default', false),
-    testDetect(second, 'samples/in/ai-face.jpg', 'default', false),
-    testDetect(human, 'samples/in/ai-body.jpg', 'default', false),
-    testDetect(first, 'samples/in/ai-body.jpg', 'default', false),
-    testDetect(second, 'samples/in/ai-body.jpg', 'default', false),
-    testDetect(human, 'samples/in/ai-upper.jpg', 'default', false),
-    testDetect(first, 'samples/in/ai-upper.jpg', 'default', false),
-    testDetect(second, 'samples/in/ai-upper.jpg', 'default', false),
+    testDetect(human, 'samples/in/ai-face.jpg', 'concurrent', false),
+    testDetect(first, 'samples/in/ai-face.jpg', 'concurrent', false),
+    testDetect(second, 'samples/in/ai-face.jpg', 'concurrent', false),
+    testDetect(human, 'samples/in/ai-body.jpg', 'concurrent', false),
+    testDetect(first, 'samples/in/ai-body.jpg', 'concurrent', false),
+    testDetect(second, 'samples/in/ai-body.jpg', 'concurrent', false),
+    testDetect(human, 'samples/in/ai-upper.jpg', 'concurrent', false),
+    testDetect(first, 'samples/in/ai-upper.jpg', 'concurrent', false),
+    testDetect(second, 'samples/in/ai-upper.jpg', 'concurrent', false),
   ]);
 
   // test monkey-patch

test/test.log

@@ -1,684 +1,298 @@
-2022-08-04 09:13:03 INFO:  @vladmandic/human version 2.9.1 
-2022-08-04 09:13:03 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.15.0 
-2022-08-04 09:13:03 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
-2022-08-04 09:13:03 INFO:  demos: ["../demo/nodejs/node.js","../demo/nodejs/node-canvas.js","../demo/nodejs/node-env.js","../demo/nodejs/node-event.js","../demo/nodejs/node-multiprocess.js"] 
-2022-08-04 09:13:03 INFO:  
-2022-08-04 09:13:03 INFO:  test-node.js start 
-2022-08-04 09:13:03 INFO:  test-node.js test: configuration validation 
-2022-08-04 09:13:03 STATE: test-node.js passed: configuration default validation [] 
-2022-08-04 09:13:03 STATE: test-node.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-08-04 09:13:03 INFO:  test-node.js test: model load 
-2022-08-04 09:13:04 STATE: test-node.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
-2022-08-04 09:13:04 INFO:  test-node.js test: warmup 
-2022-08-04 09:13:04 STATE: test-node.js passed: create human 
-2022-08-04 09:13:04 INFO:  test-node.js human version: 2.9.1 
-2022-08-04 09:13:04 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.15.0 
-2022-08-04 09:13:04 INFO:  test-node.js tfjs version: 3.19.0 
-2022-08-04 09:13:04 INFO:  test-node.js tensorflow binding version: 2.7.3-dev20220521 
-2022-08-04 09:13:04 STATE: test-node.js passed: set backend: tensorflow 
-2022-08-04 09:13:04 STATE: test-node.js tensors 1921 
-2022-08-04 09:13:04 STATE: test-node.js passed: load models 
-2022-08-04 09:13:04 STATE: test-node.js  result: defined models: 22 loaded models: 12 
-2022-08-04 09:13:04 STATE: test-node.js passed: warmup: none default 
-2022-08-04 09:13:04 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-08-04 09:13:04 DATA:  test-node.js  result: performance: load: null total: null 
-2022-08-04 09:13:04 STATE: test-node.js passed: warmup none result match 
-2022-08-04 09:13:04 STATE: test-node.js event: image 
-2022-08-04 09:13:04 STATE: test-node.js event: detect 
-2022-08-04 09:13:04 STATE: test-node.js event: warmup 
-2022-08-04 09:13:04 STATE: test-node.js passed: warmup: face default 
-2022-08-04 09:13:04 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2022-08-04 09:13:04 DATA:  test-node.js  result: performance: load: null total: 354 
-2022-08-04 09:13:04 STATE: test-node.js passed: warmup face result match 
-2022-08-04 09:13:04 STATE: test-node.js event: image 
-2022-08-04 09:13:04 STATE: test-node.js event: detect 
-2022-08-04 09:13:04 STATE: test-node.js event: warmup 
-2022-08-04 09:13:04 STATE: test-node.js passed: warmup: body default 
-2022-08-04 09:13:04 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:04 DATA:  test-node.js  result: performance: load: null total: 270 
-2022-08-04 09:13:04 STATE: test-node.js passed: warmup body result match 
-2022-08-04 09:13:04 STATE: test-node.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-08-04 09:13:04 INFO:  test-node.js test: details verification 
-2022-08-04 09:13:04 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:04 STATE: test-node.js event: image 
-2022-08-04 09:13:05 STATE: test-node.js event: detect 
-2022-08-04 09:13:05 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:05 DATA:  test-node.js  result: performance: load: null total: 248 
-2022-08-04 09:13:05 STATE: test-node.js passed: details face length 1 
-2022-08-04 09:13:05 STATE: test-node.js passed: details face score 1 0.93 1 
-2022-08-04 09:13:05 STATE: test-node.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-08-04 09:13:05 STATE: test-node.js passed: details face arrays 4 478 1024 
-2022-08-04 09:13:05 STATE: test-node.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-08-04 09:13:05 STATE: test-node.js passed: details face anti-spoofing 0.79 
-2022-08-04 09:13:05 STATE: test-node.js passed: details face liveness 0.83 
-2022-08-04 09:13:05 STATE: test-node.js passed: details body length 1 
-2022-08-04 09:13:05 STATE: test-node.js passed: details body 0.92 17 6 
-2022-08-04 09:13:05 STATE: test-node.js passed: details hand length 1 
-2022-08-04 09:13:05 STATE: test-node.js passed: details hand 0.51 0.73 point 
-2022-08-04 09:13:05 STATE: test-node.js passed: details hand arrays 21 5 7 
-2022-08-04 09:13:05 STATE: test-node.js passed: details gesture length 7 
-2022-08-04 09:13:05 STATE: test-node.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-08-04 09:13:05 STATE: test-node.js passed: details object length 1 
-2022-08-04 09:13:05 STATE: test-node.js passed: details object 0.72 person 
-2022-08-04 09:13:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
-2022-08-04 09:13:05 STATE: test-node.js event: image 
-2022-08-04 09:13:05 STATE: test-node.js event: detect 
-2022-08-04 09:13:05 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-08-04 09:13:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
-2022-08-04 09:13:05 STATE: test-node.js event: image 
-2022-08-04 09:13:06 STATE: test-node.js event: detect 
-2022-08-04 09:13:06 STATE: test-node.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-08-04 09:13:06 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:06 STATE: test-node.js event: image 
-2022-08-04 09:13:06 STATE: test-node.js event: detect 
-2022-08-04 09:13:06 STATE: test-node.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-08-04 09:13:06 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:06 STATE: test-node.js event: image 
-2022-08-04 09:13:06 STATE: test-node.js event: detect 
-2022-08-04 09:13:06 STATE: test-node.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-08-04 09:13:07 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-08-04 09:13:07 STATE: test-node.js event: image 
-2022-08-04 09:13:07 STATE: test-node.js event: detect 
-2022-08-04 09:13:07 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-08-04 09:13:07 INFO:  test-node.js test default 
-2022-08-04 09:13:07 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:07 STATE: test-node.js event: image 
-2022-08-04 09:13:07 STATE: test-node.js event: detect 
-2022-08-04 09:13:07 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:07 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:07 DATA:  test-node.js  result: performance: load: null total: 212 
-2022-08-04 09:13:07 STATE: test-node.js passed: default result face match 1 female 0.97 
-2022-08-04 09:13:07 INFO:  test-node.js test sync 
-2022-08-04 09:13:08 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:08 STATE: test-node.js event: image 
-2022-08-04 09:13:08 STATE: test-node.js event: detect 
-2022-08-04 09:13:08 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:08 DATA:  test-node.js  result: performance: load: null total: 207 
-2022-08-04 09:13:08 STATE: test-node.js passed: default sync 1 female 0.97 
-2022-08-04 09:13:08 INFO:  test-node.js test: image process 
-2022-08-04 09:13:08 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:08 STATE: test-node.js passed: image input null [1,256,256,3] 
-2022-08-04 09:13:08 INFO:  test-node.js test: image null 
-2022-08-04 09:13:08 STATE: test-node.js passed: invalid input could not convert input to tensor 
-2022-08-04 09:13:08 INFO:  test-node.js test face similarity 
-2022-08-04 09:13:08 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:08 STATE: test-node.js event: image 
-2022-08-04 09:13:08 STATE: test-node.js event: detect 
-2022-08-04 09:13:08 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-08-04 09:13:08 DATA:  test-node.js  result: performance: load: null total: 210 
-2022-08-04 09:13:08 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:08 STATE: test-node.js event: image 
-2022-08-04 09:13:08 STATE: test-node.js event: detect 
-2022-08-04 09:13:08 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:08 DATA:  test-node.js  result: performance: load: null total: 219 
-2022-08-04 09:13:09 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-04 09:13:09 STATE: test-node.js event: image 
-2022-08-04 09:13:09 STATE: test-node.js event: detect 
-2022-08-04 09:13:09 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:09 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-08-04 09:13:09 DATA:  test-node.js  result: performance: load: null total: 199 
-2022-08-04 09:13:09 STATE: test-node.js passed: face descriptor 
-2022-08-04 09:13:09 STATE: test-node.js passed: face similarity {"similarity":[1,0.44727452329649126,0.5567935850640406],"descriptors":[1024,1024,1024]} 
-2022-08-04 09:13:09 INFO:  test-node.js test face matching 
-2022-08-04 09:13:09 STATE: test-node.js passed: face database 40 
-2022-08-04 09:13:09 STATE: test-node.js passed: face match {"first":{"index":4,"similarity":0.7827852615252829}} {"second":{"index":4,"similarity":0.5002052633015844}} {"third":{"index":4,"similarity":0.5401587887998899}} 
-2022-08-04 09:13:09 INFO:  test-node.js test object 
-2022-08-04 09:13:09 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:09 STATE: test-node.js event: image 
-2022-08-04 09:13:09 STATE: test-node.js event: detect 
-2022-08-04 09:13:09 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:09 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:09 DATA:  test-node.js  result: performance: load: null total: 207 
-2022-08-04 09:13:09 STATE: test-node.js passed: object result match 
-2022-08-04 09:13:09 INFO:  test-node.js test sensitive 
-2022-08-04 09:13:09 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:09 STATE: test-node.js event: image 
-2022-08-04 09:13:10 STATE: test-node.js event: detect 
-2022-08-04 09:13:10 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:10 DATA:  test-node.js  result: performance: load: null total: 229 
-2022-08-04 09:13:10 STATE: test-node.js passed: sensitive result match 
-2022-08-04 09:13:10 STATE: test-node.js passed: sensitive face result match 
-2022-08-04 09:13:10 STATE: test-node.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
-2022-08-04 09:13:10 STATE: test-node.js passed: sensitive body result match 
-2022-08-04 09:13:10 STATE: test-node.js passed: sensitive hand result match 
-2022-08-04 09:13:10 INFO:  test-node.js test detectors 
-2022-08-04 09:13:10 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:10 STATE: test-node.js event: image 
-2022-08-04 09:13:10 STATE: test-node.js event: detect 
-2022-08-04 09:13:10 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:10 DATA:  test-node.js  result: performance: load: null total: 141 
-2022-08-04 09:13:10 STATE: test-node.js passed: detector result face match 
-2022-08-04 09:13:10 STATE: test-node.js passed: detector result hand match 
-2022-08-04 09:13:10 INFO:  test-node.js test: multi-instance 
-2022-08-04 09:13:10 STATE: test-node.js event: image 
-2022-08-04 09:13:10 STATE: test-node.js event: detect 
-2022-08-04 09:13:10 STATE: test-node.js passed: detect: random default 
-2022-08-04 09:13:10 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.07,"keypoints":15} 
-2022-08-04 09:13:10 DATA:  test-node.js  result: performance: load: null total: 140 
-2022-08-04 09:13:10 INFO:  test-node.js test: first instance 
-2022-08-04 09:13:10 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-04 09:13:10 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:10 DATA:  test-node.js  result: performance: load: null total: 146 
-2022-08-04 09:13:10 INFO:  test-node.js test: second instance 
-2022-08-04 09:13:10 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-04 09:13:11 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:11 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:11 DATA:  test-node.js  result: performance: load: null total: 135 
-2022-08-04 09:13:11 INFO:  test-node.js test: concurrent 
-2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:11 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:12 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-04 09:13:12 STATE: test-node.js event: image 
-2022-08-04 09:13:12 STATE: test-node.js event: image 
-2022-08-04 09:13:12 STATE: test-node.js event: image 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1440 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1440 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1581 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1581 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1581 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1581 
-2022-08-04 09:13:13 STATE: test-node.js event: detect 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1278 
-2022-08-04 09:13:13 STATE: test-node.js event: detect 
-2022-08-04 09:13:13 STATE: test-node.js event: detect 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1278 
-2022-08-04 09:13:13 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:13 DATA:  test-node.js  result: performance: load: null total: 1278 
-2022-08-04 09:13:13 INFO:  test-node.js test: monkey-patch 
-2022-08-04 09:13:13 STATE: test-node.js event: image 
-2022-08-04 09:13:13 STATE: test-node.js event: detect 
-2022-08-04 09:13:13 STATE: test-node.js passed: monkey patch 
-2022-08-04 09:13:13 STATE: test-node.js passed: segmentation [65536] 
-2022-08-04 09:13:13 STATE: test-node.js passeed: equal usage 
-2022-08-04 09:13:13 INFO:  test-node.js test: input compare 
-2022-08-04 09:13:13 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:13 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-04 09:13:13 STATE: test-node.js passed: image compare 0 23.275441687091504 
-2022-08-04 09:13:13 INFO:  test-node.js events: {"image":21,"detect":21,"warmup":2} 
-2022-08-04 09:13:13 INFO:  test-node.js tensors 1927 
-2022-08-04 09:13:13 INFO:  test-node.js test complete: 9854 ms 
-2022-08-04 09:13:13 INFO:  
-2022-08-04 09:13:13 INFO:  test-node-gpu.js start 
-2022-08-04 09:13:14 INFO:  test-node-gpu.js test: configuration validation 
-2022-08-04 09:13:14 STATE: test-node-gpu.js passed: configuration default validation [] 
-2022-08-04 09:13:14 STATE: test-node-gpu.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-08-04 09:13:14 INFO:  test-node-gpu.js test: model load 
-2022-08-04 09:13:14 STATE: test-node-gpu.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
-2022-08-04 09:13:14 INFO:  test-node-gpu.js test: warmup 
-2022-08-04 09:13:14 STATE: test-node-gpu.js passed: create human 
-2022-08-04 09:13:14 INFO:  test-node-gpu.js human version: 2.9.1 
-2022-08-04 09:13:14 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.15.0 
-2022-08-04 09:13:14 INFO:  test-node-gpu.js tfjs version: 3.19.0 
-2022-08-04 09:13:14 INFO:  test-node-gpu.js tensorflow binding version: 2.7.3-dev20220521 
-2022-08-04 09:13:14 STATE: test-node-gpu.js passed: set backend: tensorflow 
-2022-08-04 09:13:14 STATE: test-node-gpu.js tensors 1921 
-2022-08-04 09:13:14 STATE: test-node-gpu.js passed: load models 
-2022-08-04 09:13:14 STATE: test-node-gpu.js  result: defined models: 22 loaded models: 12 
-2022-08-04 09:13:14 STATE: test-node-gpu.js passed: warmup: none default 
-2022-08-04 09:13:14 DATA:  test-node-gpu.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-08-04 09:13:14 DATA:  test-node-gpu.js  result: performance: load: null total: null 
-2022-08-04 09:13:14 STATE: test-node-gpu.js passed: warmup none result match 
-2022-08-04 09:13:15 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:19 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:19 STATE: test-node-gpu.js event: warmup 
-2022-08-04 09:13:19 STATE: test-node-gpu.js passed: warmup: face default 
-2022-08-04 09:13:19 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2022-08-04 09:13:19 DATA:  test-node-gpu.js  result: performance: load: null total: 3847 
-2022-08-04 09:13:19 STATE: test-node-gpu.js passed: warmup face result match 
-2022-08-04 09:13:19 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:19 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:19 STATE: test-node-gpu.js event: warmup 
-2022-08-04 09:13:19 STATE: test-node-gpu.js passed: warmup: body default 
-2022-08-04 09:13:19 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:19 DATA:  test-node-gpu.js  result: performance: load: null total: 240 
-2022-08-04 09:13:19 STATE: test-node-gpu.js passed: warmup body result match 
-2022-08-04 09:13:19 STATE: test-node-gpu.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-08-04 09:13:19 INFO:  test-node-gpu.js test: details verification 
-2022-08-04 09:13:19 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:19 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:20 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:20 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:20 DATA:  test-node-gpu.js  result: performance: load: null total: 224 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face length 1 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face score 1 0.93 1 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face arrays 4 478 1024 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face anti-spoofing 0.79 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details face liveness 0.83 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details body length 1 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details body 0.92 17 6 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details hand length 1 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details hand 0.51 0.73 point 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details hand arrays 21 5 7 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details gesture length 7 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details object length 1 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: details object 0.72 person 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
-2022-08-04 09:13:20 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:20 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
-2022-08-04 09:13:20 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:20 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:20 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-08-04 09:13:21 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:21 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:21 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:21 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-08-04 09:13:21 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:21 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:21 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:21 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-08-04 09:13:22 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-08-04 09:13:22 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:22 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:22 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-08-04 09:13:22 INFO:  test-node-gpu.js test default 
-2022-08-04 09:13:22 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:22 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:22 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:22 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:22 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:22 DATA:  test-node-gpu.js  result: performance: load: null total: 238 
-2022-08-04 09:13:22 STATE: test-node-gpu.js passed: default result face match 1 female 0.97 
-2022-08-04 09:13:22 INFO:  test-node-gpu.js test sync 
-2022-08-04 09:13:22 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:22 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:23 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: performance: load: null total: 188 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: default sync 1 female 0.97 
-2022-08-04 09:13:23 INFO:  test-node-gpu.js test: image process 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: image input null [1,256,256,3] 
-2022-08-04 09:13:23 INFO:  test-node-gpu.js test: image null 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: invalid input could not convert input to tensor 
-2022-08-04 09:13:23 INFO:  test-node-gpu.js test face similarity 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:23 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:23 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: performance: load: null total: 164 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:23 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:23 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: performance: load: null total: 196 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-04 09:13:23 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:23 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-08-04 09:13:23 DATA:  test-node-gpu.js  result: performance: load: null total: 171 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: face descriptor 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: face similarity {"similarity":[1,0.447238756461232,0.556914029877052],"descriptors":[1024,1024,1024]} 
-2022-08-04 09:13:23 INFO:  test-node-gpu.js test face matching 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: face database 40 
-2022-08-04 09:13:23 STATE: test-node-gpu.js passed: face match {"first":{"index":4,"similarity":0.7828184453007331}} {"second":{"index":4,"similarity":0.5001334216773398}} {"third":{"index":4,"similarity":0.5403054967489764}} 
-2022-08-04 09:13:23 INFO:  test-node-gpu.js test object 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:24 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:24 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:24 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:24 DATA:  test-node-gpu.js  result: performance: load: null total: 194 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: object result match 
-2022-08-04 09:13:24 INFO:  test-node-gpu.js test sensitive 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:24 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:24 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:24 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:24 DATA:  test-node-gpu.js  result: performance: load: null total: 196 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: sensitive result match 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: sensitive face result match 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: sensitive body result match 
-2022-08-04 09:13:24 STATE: test-node-gpu.js passed: sensitive hand result match 
-2022-08-04 09:13:24 INFO:  test-node-gpu.js test detectors 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:25 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:25 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: performance: load: null total: 116 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: detector result face match 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: detector result hand match 
-2022-08-04 09:13:25 INFO:  test-node-gpu.js test: multi-instance 
-2022-08-04 09:13:25 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:25 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: detect: random default 
-2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.07,"keypoints":15} 
-2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: performance: load: null total: 110 
-2022-08-04 09:13:25 INFO:  test-node-gpu.js test: first instance 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: performance: load: null total: 108 
-2022-08-04 09:13:25 INFO:  test-node-gpu.js test: second instance 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:25 DATA:  test-node-gpu.js  result: performance: load: null total: 105 
-2022-08-04 09:13:25 INFO:  test-node-gpu.js test: concurrent 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-04 09:13:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-04 09:13:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-04 09:13:26 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:26 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:26 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1079 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1079 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1151 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1151 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1151 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 1151 
-2022-08-04 09:13:27 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 831 
-2022-08-04 09:13:27 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:27 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 831 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:27 DATA:  test-node-gpu.js  result: performance: load: null total: 831 
-2022-08-04 09:13:27 INFO:  test-node-gpu.js test: monkey-patch 
-2022-08-04 09:13:27 STATE: test-node-gpu.js event: image 
-2022-08-04 09:13:27 STATE: test-node-gpu.js event: detect 
-2022-08-04 09:13:27 STATE: test-node-gpu.js passed: monkey patch 
-2022-08-04 09:13:28 STATE: test-node-gpu.js passed: segmentation [65536] 
-2022-08-04 09:13:28 STATE: test-node-gpu.js passeed: equal usage 
-2022-08-04 09:13:28 INFO:  test-node-gpu.js test: input compare 
-2022-08-04 09:13:28 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-04 09:13:28 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-04 09:13:28 STATE: test-node-gpu.js passed: image compare 0 23.275441687091504 
-2022-08-04 09:13:28 INFO:  test-node-gpu.js events: {"image":21,"detect":21,"warmup":2} 
-2022-08-04 09:13:28 INFO:  test-node-gpu.js tensors 1927 
-2022-08-04 09:13:28 INFO:  test-node-gpu.js test complete: 13503 ms 
-2022-08-04 09:13:29 INFO:  
-2022-08-04 09:13:29 INFO:  test-node-wasm.js start 
-2022-08-04 09:13:29 STATE: test-node-wasm.js passed: model server: https://vladmandic.github.io/human/models/ 
-2022-08-04 09:13:29 INFO:  test-node-wasm.js test: configuration validation 
-2022-08-04 09:13:29 STATE: test-node-wasm.js passed: configuration default validation [] 
-2022-08-04 09:13:29 STATE: test-node-wasm.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-08-04 09:13:29 INFO:  test-node-wasm.js test: model load 
-2022-08-04 09:13:31 STATE: test-node-wasm.js passed: models loaded 22 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"https://vladmandic.github.io/human/models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"https://vladmandic.github.io/human/models/emotion.json"},{"name":"facedetect","loaded":true,"url":"https://vladmandic.github.io/human/models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"https://vladmandic.github.io/human/models/iris.json"},{"name":"facemesh","loaded":true,"url":"https://vladmandic.github.io/human/models/facemesh.json"},{"name":"faceres","loaded":true,"url":"https://vladmandic.github.io/human/models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"https://vladmandic.github.io/human/models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"https://vladmandic.github.io/human/models/handtrack.json"},{"name":"liveness","loaded":true,"url":"https://vladmandic.github.io/human/models/liveness.json"},{"name":"movenet","loaded":true,"url":"https://vladmandic.github.io/human/models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"https://vladmandic.github.io/human/models/selfie.json"},{"name":"antispoof","loaded":true,"url":"https://vladmandic.github.io/human/models/antispoof.json"}] 
-2022-08-04 09:13:31 INFO:  test-node-wasm.js test: warmup 
-2022-08-04 09:13:31 STATE: test-node-wasm.js passed: create human 
-2022-08-04 09:13:31 INFO:  test-node-wasm.js human version: 2.9.1 
-2022-08-04 09:13:31 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.15.0 
-2022-08-04 09:13:31 INFO:  test-node-wasm.js tfjs version: 3.19.0 
-2022-08-04 09:13:31 STATE: test-node-wasm.js passed: set backend: wasm 
-2022-08-04 09:13:31 STATE: test-node-wasm.js tensors 1921 
-2022-08-04 09:13:31 STATE: test-node-wasm.js passed: load models 
-2022-08-04 09:13:31 STATE: test-node-wasm.js  result: defined models: 22 loaded models: 12 
-2022-08-04 09:13:31 STATE: test-node-wasm.js passed: warmup: none default 
-2022-08-04 09:13:31 DATA:  test-node-wasm.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-08-04 09:13:31 DATA:  test-node-wasm.js  result: performance: load: null total: null 
-2022-08-04 09:13:31 STATE: test-node-wasm.js passed: warmup none result match 
-2022-08-04 09:13:31 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:31 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:31 STATE: test-node-wasm.js event: warmup 
-2022-08-04 09:13:31 STATE: test-node-wasm.js passed: warmup: face default 
-2022-08-04 09:13:31 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-08-04 09:13:31 DATA:  test-node-wasm.js  result: performance: load: null total: 595 
-2022-08-04 09:13:31 STATE: test-node-wasm.js passed: warmup face result match 
-2022-08-04 09:13:32 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:32 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:32 STATE: test-node-wasm.js event: warmup 
-2022-08-04 09:13:32 STATE: test-node-wasm.js passed: warmup: body default 
-2022-08-04 09:13:32 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:32 DATA:  test-node-wasm.js  result: performance: load: null total: 421 
-2022-08-04 09:13:32 STATE: test-node-wasm.js passed: warmup body result match 
-2022-08-04 09:13:32 STATE: test-node-wasm.js details: {"face":{"boxScore":0.93,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.51,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 21% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-08-04 09:13:32 INFO:  test-node-wasm.js test: details verification 
-2022-08-04 09:13:32 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:32 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:33 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:33 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:33 DATA:  test-node-wasm.js  result: performance: load: null total: 399 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face length 1 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face score 1 0.93 1 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face arrays 4 478 1024 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face anti-spoofing 0.79 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details face liveness 0.83 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details body length 1 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details body 0.92 17 6 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details hand length 1 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details hand 0.51 0.73 point 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details hand arrays 21 5 7 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details gesture length 7 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details object length 1 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: details object 0.72 person 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1413675264} 
-2022-08-04 09:13:33 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:33 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:33 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-08-04 09:13:34 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1413675264} 
-2022-08-04 09:13:34 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:34 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:34 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-08-04 09:13:34 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:34 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:35 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:35 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-08-04 09:13:35 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:35 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:36 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:36 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-08-04 09:13:36 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-08-04 09:13:36 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:36 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:36 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-08-04 09:13:36 INFO:  test-node-wasm.js test default 
-2022-08-04 09:13:37 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:37 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:37 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:37 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:37 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:37 DATA:  test-node-wasm.js  result: performance: load: null total: 471 
-2022-08-04 09:13:37 STATE: test-node-wasm.js passed: default result face match 1 female 0.97 
-2022-08-04 09:13:37 INFO:  test-node-wasm.js test sync 
-2022-08-04 09:13:37 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:37 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:38 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:38 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:38 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:38 DATA:  test-node-wasm.js  result: performance: load: null total: 394 
-2022-08-04 09:13:38 STATE: test-node-wasm.js passed: default sync 1 female 0.97 
-2022-08-04 09:13:38 INFO:  test-node-wasm.js test: image process 
-2022-08-04 09:13:38 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-04 09:13:38 STATE: test-node-wasm.js passed: image input null [1,256,256,3] 
-2022-08-04 09:13:38 INFO:  test-node-wasm.js test: image null 
-2022-08-04 09:13:38 STATE: test-node-wasm.js passed: invalid input could not convert input to tensor 
-2022-08-04 09:13:38 INFO:  test-node-wasm.js test face similarity 
-2022-08-04 09:13:38 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-04 09:13:38 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:38 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:38 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:38 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-08-04 09:13:38 DATA:  test-node-wasm.js  result: performance: load: null total: 372 
-2022-08-04 09:13:38 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:38 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:39 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:39 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:39 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:39 DATA:  test-node-wasm.js  result: performance: load: null total: 472 
-2022-08-04 09:13:39 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-04 09:13:39 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:39 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:39 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:39 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-08-04 09:13:39 DATA:  test-node-wasm.js  result: performance: load: null total: 386 
-2022-08-04 09:13:39 STATE: test-node-wasm.js passed: face descriptor 
-2022-08-04 09:13:39 STATE: test-node-wasm.js passed: face similarity {"similarity":[1,0.5266119940661309,0.4858842904087851],"descriptors":[1024,1024,1024]} 
-2022-08-04 09:13:39 INFO:  test-node-wasm.js test face matching 
-2022-08-04 09:13:39 STATE: test-node-wasm.js passed: face database 40 
-2022-08-04 09:13:39 STATE: test-node-wasm.js passed: face match {"first":{"index":4,"similarity":0.7827852754786533}} {"second":{"index":4,"similarity":0.5660821189104794}} {"third":{"index":4,"similarity":0.45074189882665594}} 
-2022-08-04 09:13:39 INFO:  test-node-wasm.js test object 
-2022-08-04 09:13:40 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:40 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:40 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:40 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:40 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:40 DATA:  test-node-wasm.js  result: performance: load: null total: 431 
-2022-08-04 09:13:40 STATE: test-node-wasm.js passed: object result match 
-2022-08-04 09:13:40 INFO:  test-node-wasm.js test sensitive 
-2022-08-04 09:13:40 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:40 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:41 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:41 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:41 DATA:  test-node-wasm.js  result: performance: load: null total: 442 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive result match 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive face result match 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive face emotion result [{"score":0.46,"emotion":"neutral"},{"score":0.24,"emotion":"fear"},{"score":0.17,"emotion":"sad"}] 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive body result match 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: sensitive hand result match 
-2022-08-04 09:13:41 INFO:  test-node-wasm.js test detectors 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:41 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:41 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:41 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:41 DATA:  test-node-wasm.js  result: performance: load: null total: 269 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: detector result face match 
-2022-08-04 09:13:41 STATE: test-node-wasm.js passed: detector result hand match 
-2022-08-04 09:13:41 INFO:  test-node-wasm.js test: multi-instance 
-2022-08-04 09:13:41 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:42 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:42 STATE: test-node-wasm.js passed: detect: random default 
-2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0.07,"keypoints":15} 
-2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: performance: load: null total: 239 
-2022-08-04 09:13:42 INFO:  test-node-wasm.js test: first instance 
-2022-08-04 09:13:42 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-04 09:13:42 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: performance: load: null total: 280 
-2022-08-04 09:13:42 INFO:  test-node-wasm.js test: second instance 
-2022-08-04 09:13:42 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-04 09:13:42 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:42 DATA:  test-node-wasm.js  result: performance: load: null total: 255 
-2022-08-04 09:13:42 INFO:  test-node-wasm.js test: concurrent 
-2022-08-04 09:13:42 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-04 09:13:42 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-04 09:13:43 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-04 09:13:44 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:44 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-04 09:13:44 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:44 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:44 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2455 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2455 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2721 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2721 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2721 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2721 
-2022-08-04 09:13:46 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":16} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2334 
-2022-08-04 09:13:46 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:46 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 2 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2334 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-04 09:13:46 DATA:  test-node-wasm.js  result: performance: load: null total: 2334 
-2022-08-04 09:13:46 INFO:  test-node-wasm.js test: monkey-patch 
-2022-08-04 09:13:46 STATE: test-node-wasm.js event: image 
-2022-08-04 09:13:46 STATE: test-node-wasm.js event: detect 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: monkey patch 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: segmentation [65536] 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passeed: equal usage 
-2022-08-04 09:13:46 INFO:  test-node-wasm.js test: input compare 
-2022-08-04 09:13:46 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-04 09:13:47 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-04 09:13:47 STATE: test-node-wasm.js passed: image compare 0 23.280073018790848 
-2022-08-04 09:13:47 INFO:  test-node-wasm.js events: {"image":21,"detect":21,"warmup":2} 
-2022-08-04 09:13:47 INFO:  test-node-wasm.js tensors 1929 
-2022-08-04 09:13:47 INFO:  test-node-wasm.js test complete: 17201 ms 
-2022-08-04 09:13:47 INFO:  all tests complete 
-2022-08-04 09:13:47 INFO:  failed: {"count":0,"messages":[]} 
-2022-08-04 09:13:47 INFO:  status: {"test":"test-node.js","passed":101,"failed":0} 
-2022-08-04 09:13:47 INFO:  status: {"test":"test-node-gpu.js","passed":101,"failed":0} 
-2022-08-04 09:13:47 INFO:  status: {"test":"test-node-wasm.js","passed":102,"failed":0} 
+2022-08-08 15:09:00 INFO:  @vladmandic/human version 2.9.2 
+2022-08-08 15:09:00 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.15.0 
+2022-08-08 15:09:00 INFO:  tests: ["test-node.js"] 
+2022-08-08 15:09:00 INFO:  demos: ["../demo/nodejs/node.js","../demo/nodejs/node-canvas.js","../demo/nodejs/node-env.js","../demo/nodejs/node-event.js","../demo/nodejs/node-multiprocess.js"] 
+2022-08-08 15:09:00 INFO:  
+2022-08-08 15:09:00 INFO:  test-node.js start 
+2022-08-08 15:09:00 INFO:  test-node.js test: configuration validation 
+2022-08-08 15:09:00 STATE: test-node.js passed: configuration default validation [] 
+2022-08-08 15:09:00 STATE: test-node.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
+2022-08-08 15:09:00 INFO:  test-node.js test: model load 
+2022-08-08 15:09:00 STATE: test-node.js passed: models loaded 23 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
+2022-08-08 15:09:00 INFO:  test-node.js test: warmup 
+2022-08-08 15:09:00 STATE: test-node.js passed: create human 
+2022-08-08 15:09:00 INFO:  test-node.js human version: 2.9.2 
+2022-08-08 15:09:00 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.15.0 
+2022-08-08 15:09:00 INFO:  test-node.js tfjs version: 3.19.0 
+2022-08-08 15:09:00 INFO:  test-node.js tensorflow binding version: 2.7.3-dev20220521 
+2022-08-08 15:09:00 STATE: test-node.js passed: set backend: tensorflow 
+2022-08-08 15:09:00 STATE: test-node.js tensors 1921 
+2022-08-08 15:09:00 STATE: test-node.js passed: load models 
+2022-08-08 15:09:00 STATE: test-node.js  result: defined models: 23 loaded models: 12 
+2022-08-08 15:09:00 STATE: test-node.js passed: warmup: none default 
+2022-08-08 15:09:00 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
+2022-08-08 15:09:00 DATA:  test-node.js  result: performance: load: null total: null 
+2022-08-08 15:09:00 STATE: test-node.js passed: warmup none result match 
+2022-08-08 15:09:00 STATE: test-node.js event: image 
+2022-08-08 15:09:00 STATE: test-node.js event: detect 
+2022-08-08 15:09:00 STATE: test-node.js event: warmup 
+2022-08-08 15:09:00 STATE: test-node.js passed: warmup: face default 
+2022-08-08 15:09:00 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
+2022-08-08 15:09:00 DATA:  test-node.js  result: performance: load: null total: 361 
+2022-08-08 15:09:00 STATE: test-node.js passed: warmup face result match 
+2022-08-08 15:09:00 STATE: test-node.js event: image 
+2022-08-08 15:09:01 STATE: test-node.js event: detect 
+2022-08-08 15:09:01 STATE: test-node.js event: warmup 
+2022-08-08 15:09:01 STATE: test-node.js passed: warmup: body default 
+2022-08-08 15:09:01 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:01 DATA:  test-node.js  result: performance: load: null total: 270 
+2022-08-08 15:09:01 STATE: test-node.js passed: warmup body result match 
+2022-08-08 15:09:01 STATE: test-node.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
+2022-08-08 15:09:01 INFO:  test-node.js test: details verification 
+2022-08-08 15:09:01 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:01 STATE: test-node.js event: image 
+2022-08-08 15:09:01 STATE: test-node.js event: detect 
+2022-08-08 15:09:01 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-08 15:09:01 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:01 DATA:  test-node.js  result: performance: load: null total: 257 
+2022-08-08 15:09:01 STATE: test-node.js passed: details face length 1 
+2022-08-08 15:09:01 STATE: test-node.js passed: details face score 1 0.93 1 
+2022-08-08 15:09:01 STATE: test-node.js passed: details face age/gender 23.7 female 0.97 85.47 
+2022-08-08 15:09:01 STATE: test-node.js passed: details face arrays 4 478 1024 
+2022-08-08 15:09:01 STATE: test-node.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
+2022-08-08 15:09:01 STATE: test-node.js passed: details face anti-spoofing 0.79 
+2022-08-08 15:09:01 STATE: test-node.js passed: details face liveness 0.83 
+2022-08-08 15:09:01 STATE: test-node.js passed: details body length 1 
+2022-08-08 15:09:01 STATE: test-node.js passed: details body 0.92 17 6 
+2022-08-08 15:09:01 STATE: test-node.js passed: details hand length 1 
+2022-08-08 15:09:01 STATE: test-node.js passed: details hand 0.51 0.73 point 
+2022-08-08 15:09:01 STATE: test-node.js passed: details hand arrays 21 5 7 
+2022-08-08 15:09:01 STATE: test-node.js passed: details gesture length 7 
+2022-08-08 15:09:01 STATE: test-node.js passed: details gesture first {"face":0,"gesture":"facing right"} 
+2022-08-08 15:09:01 STATE: test-node.js passed: details object length 1 
+2022-08-08 15:09:01 STATE: test-node.js passed: details object 0.72 person 
+2022-08-08 15:09:01 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
+2022-08-08 15:09:01 STATE: test-node.js event: image 
+2022-08-08 15:09:02 STATE: test-node.js event: detect 
+2022-08-08 15:09:02 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
+2022-08-08 15:09:02 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
+2022-08-08 15:09:02 STATE: test-node.js event: image 
+2022-08-08 15:09:02 STATE: test-node.js event: detect 
+2022-08-08 15:09:02 STATE: test-node.js passed: tensor shape: [1200,1200,4] dtype: float32 
+2022-08-08 15:09:02 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:02 STATE: test-node.js event: image 
+2022-08-08 15:09:03 STATE: test-node.js event: detect 
+2022-08-08 15:09:03 STATE: test-node.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
+2022-08-08 15:09:03 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:03 STATE: test-node.js event: image 
+2022-08-08 15:09:03 STATE: test-node.js event: detect 
+2022-08-08 15:09:03 STATE: test-node.js passed: tensor shape: [1200,1200,3] dtype: float32 
+2022-08-08 15:09:03 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
+2022-08-08 15:09:03 STATE: test-node.js event: image 
+2022-08-08 15:09:03 STATE: test-node.js event: detect 
+2022-08-08 15:09:03 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
+2022-08-08 15:09:03 INFO:  test-node.js test default 
+2022-08-08 15:09:04 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:04 STATE: test-node.js event: image 
+2022-08-08 15:09:04 STATE: test-node.js event: detect 
+2022-08-08 15:09:04 STATE: test-node.js passed: detect: samples/in/ai-body.jpg async 
+2022-08-08 15:09:04 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:04 DATA:  test-node.js  result: performance: load: null total: 248 
+2022-08-08 15:09:04 STATE: test-node.js passed: default result face match 1 female 0.97 
+2022-08-08 15:09:04 INFO:  test-node.js test sync 
+2022-08-08 15:09:04 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:04 STATE: test-node.js event: image 
+2022-08-08 15:09:04 STATE: test-node.js event: detect 
+2022-08-08 15:09:04 STATE: test-node.js passed: detect: samples/in/ai-body.jpg sync 
+2022-08-08 15:09:04 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:04 DATA:  test-node.js  result: performance: load: null total: 219 
+2022-08-08 15:09:04 STATE: test-node.js passed: default sync 1 female 0.97 
+2022-08-08 15:09:04 INFO:  test-node.js test: image process 
+2022-08-08 15:09:04 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:04 STATE: test-node.js passed: image input null [1,256,256,3] 
+2022-08-08 15:09:04 INFO:  test-node.js test: image null 
+2022-08-08 15:09:04 STATE: test-node.js passed: invalid input could not convert input to tensor 
+2022-08-08 15:09:04 INFO:  test-node.js test face attention 
+2022-08-08 15:09:04 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:04 STATE: test-node.js event: image 
+2022-08-08 15:09:04 STATE: test-node.js event: detect 
+2022-08-08 15:09:04 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face mesh 
+2022-08-08 15:09:04 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-08 15:09:04 DATA:  test-node.js  result: performance: load: null total: 213 
+2022-08-08 15:09:04 STATE: test-node.js passed: face attention 
+2022-08-08 15:09:04 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:04 STATE: test-node.js event: image 
+2022-08-08 15:09:05 STATE: test-node.js event: detect 
+2022-08-08 15:09:05 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face attention 
+2022-08-08 15:09:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-08 15:09:05 DATA:  test-node.js  result: performance: load: null total: 231 
+2022-08-08 15:09:05 STATE: test-node.js passed: face attention 
+2022-08-08 15:09:05 INFO:  test-node.js test face similarity 
+2022-08-08 15:09:05 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:05 STATE: test-node.js event: image 
+2022-08-08 15:09:05 STATE: test-node.js event: detect 
+2022-08-08 15:09:05 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face similarity 
+2022-08-08 15:09:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-08 15:09:05 DATA:  test-node.js  result: performance: load: null total: 213 
+2022-08-08 15:09:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:05 STATE: test-node.js event: image 
+2022-08-08 15:09:05 STATE: test-node.js event: detect 
+2022-08-08 15:09:05 STATE: test-node.js passed: detect: samples/in/ai-body.jpg face similarity 
+2022-08-08 15:09:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:05 DATA:  test-node.js  result: performance: load: null total: 230 
+2022-08-08 15:09:05 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-08 15:09:05 STATE: test-node.js event: image 
+2022-08-08 15:09:06 STATE: test-node.js event: detect 
+2022-08-08 15:09:06 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg face similarity 
+2022-08-08 15:09:06 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
+2022-08-08 15:09:06 DATA:  test-node.js  result: performance: load: null total: 206 
+2022-08-08 15:09:06 STATE: test-node.js passed: face descriptor 
+2022-08-08 15:09:06 STATE: test-node.js passed: face similarity {"similarity":[1,0.44727452329649126,0.5567935850640406],"descriptors":[1024,1024,1024]} 
+2022-08-08 15:09:06 INFO:  test-node.js test face similarity alternative 
+2022-08-08 15:09:06 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:06 STATE: test-node.js event: image 
+2022-08-08 15:09:07 STATE: test-node.js event: detect 
+2022-08-08 15:09:07 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face embeddings 
+2022-08-08 15:09:07 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-08 15:09:07 DATA:  test-node.js  result: performance: load: null total: 247 
+2022-08-08 15:09:07 STATE: test-node.js passed: mobilefacenet 
+2022-08-08 15:09:07 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:07 STATE: test-node.js event: image 
+2022-08-08 15:09:08 STATE: test-node.js event: detect 
+2022-08-08 15:09:08 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face embeddings 
+2022-08-08 15:09:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-08 15:09:08 DATA:  test-node.js  result: performance: load: null total: 263 
+2022-08-08 15:09:08 STATE: test-node.js passed: insightface 
+2022-08-08 15:09:08 INFO:  test-node.js test face matching 
+2022-08-08 15:09:08 STATE: test-node.js passed: face database 40 
+2022-08-08 15:09:08 STATE: test-node.js passed: face match {"first":{"index":4,"similarity":0.7827852615252829}} {"second":{"index":4,"similarity":0.5002052633015844}} {"third":{"index":4,"similarity":0.5401587887998899}} 
+2022-08-08 15:09:08 INFO:  test-node.js test object 
+2022-08-08 15:09:08 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:08 STATE: test-node.js event: image 
+2022-08-08 15:09:08 STATE: test-node.js event: detect 
+2022-08-08 15:09:08 STATE: test-node.js passed: detect: samples/in/ai-body.jpg object 
+2022-08-08 15:09:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:08 DATA:  test-node.js  result: performance: load: null total: 268 
+2022-08-08 15:09:08 STATE: test-node.js passed: centernet 
+2022-08-08 15:09:09 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:09 STATE: test-node.js event: image 
+2022-08-08 15:09:10 STATE: test-node.js event: detect 
+2022-08-08 15:09:10 STATE: test-node.js passed: detect: samples/in/ai-body.jpg object 
+2022-08-08 15:09:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 3 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:10 DATA:  test-node.js  result: performance: load: null total: 263 
+2022-08-08 15:09:10 STATE: test-node.js passed: nanodet 
+2022-08-08 15:09:10 INFO:  test-node.js test sensitive 
+2022-08-08 15:09:10 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:10 STATE: test-node.js event: image 
+2022-08-08 15:09:10 STATE: test-node.js event: detect 
+2022-08-08 15:09:10 STATE: test-node.js passed: detect: samples/in/ai-body.jpg sensitive 
+2022-08-08 15:09:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:10 DATA:  test-node.js  result: performance: load: null total: 205 
+2022-08-08 15:09:10 STATE: test-node.js passed: sensitive result match 
+2022-08-08 15:09:10 STATE: test-node.js passed: sensitive face result match 
+2022-08-08 15:09:10 STATE: test-node.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
+2022-08-08 15:09:10 STATE: test-node.js passed: sensitive body result match 
+2022-08-08 15:09:10 STATE: test-node.js passed: sensitive hand result match 
+2022-08-08 15:09:10 INFO:  test-node.js test body 
+2022-08-08 15:09:12 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:12 STATE: test-node.js event: image 
+2022-08-08 15:09:12 STATE: test-node.js event: detect 
+2022-08-08 15:09:12 STATE: test-node.js passed: detect: samples/in/ai-body.jpg blazepose 
+2022-08-08 15:09:12 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.99,"keypoints":39} 
+2022-08-08 15:09:12 DATA:  test-node.js  result: performance: load: null total: 270 
+2022-08-08 15:09:12 STATE: test-node.js passed: blazepose 
+2022-08-08 15:09:14 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:14 STATE: test-node.js event: image 
+2022-08-08 15:09:15 STATE: test-node.js event: detect 
+2022-08-08 15:09:15 STATE: test-node.js passed: detect: samples/in/ai-body.jpg efficientpose 
+2022-08-08 15:09:15 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.75,"keypoints":13} 
+2022-08-08 15:09:15 DATA:  test-node.js  result: performance: load: null total: 281 
+2022-08-08 15:09:15 STATE: test-node.js passed: efficientpose 
+2022-08-08 15:09:16 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:16 STATE: test-node.js event: image 
+2022-08-08 15:09:16 STATE: test-node.js event: detect 
+2022-08-08 15:09:16 STATE: test-node.js passed: detect: samples/in/ai-body.jpg posenet 
+2022-08-08 15:09:16 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.96,"keypoints":16} 
+2022-08-08 15:09:16 DATA:  test-node.js  result: performance: load: null total: 209 
+2022-08-08 15:09:16 STATE: test-node.js passed: posenet 
+2022-08-08 15:09:16 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:16 STATE: test-node.js event: image 
+2022-08-08 15:09:16 STATE: test-node.js event: detect 
+2022-08-08 15:09:16 STATE: test-node.js passed: detect: samples/in/ai-body.jpg movenet 
+2022-08-08 15:09:16 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:16 DATA:  test-node.js  result: performance: load: null total: 206 
+2022-08-08 15:09:16 STATE: test-node.js passed: movenet 
+2022-08-08 15:09:16 INFO:  test-node.js test detectors 
+2022-08-08 15:09:17 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:17 STATE: test-node.js event: image 
+2022-08-08 15:09:17 STATE: test-node.js event: detect 
+2022-08-08 15:09:17 STATE: test-node.js passed: detect: samples/in/ai-body.jpg detectors 
+2022-08-08 15:09:17 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:17 DATA:  test-node.js  result: performance: load: null total: 94 
+2022-08-08 15:09:17 STATE: test-node.js passed: detector result face match 
+2022-08-08 15:09:17 STATE: test-node.js passed: detector result hand match 
+2022-08-08 15:09:17 INFO:  test-node.js test: multi-instance 
+2022-08-08 15:09:17 STATE: test-node.js event: image 
+2022-08-08 15:09:17 STATE: test-node.js event: detect 
+2022-08-08 15:09:17 STATE: test-node.js passed: detect: random multi instance 
+2022-08-08 15:09:17 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
+2022-08-08 15:09:17 DATA:  test-node.js  result: performance: load: null total: 86 
+2022-08-08 15:09:17 INFO:  test-node.js test: first instance 
+2022-08-08 15:09:17 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-08 15:09:17 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg multi instance 
+2022-08-08 15:09:17 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-08 15:09:17 DATA:  test-node.js  result: performance: load: null total: 88 
+2022-08-08 15:09:17 INFO:  test-node.js test: second instance 
+2022-08-08 15:09:17 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-08 15:09:17 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg multi instance 
+2022-08-08 15:09:17 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-08 15:09:17 DATA:  test-node.js  result: performance: load: null total: 85 
+2022-08-08 15:09:17 INFO:  test-node.js test: concurrent 
+2022-08-08 15:09:17 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:17 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:17 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:18 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:18 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-08 15:09:18 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-08 15:09:18 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:18 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:18 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-08 15:09:18 STATE: test-node.js event: image 
+2022-08-08 15:09:18 STATE: test-node.js event: image 
+2022-08-08 15:09:18 STATE: test-node.js event: image 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 936 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 936 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 936 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 936 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 936 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 936 
+2022-08-08 15:09:19 STATE: test-node.js event: detect 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 742 
+2022-08-08 15:09:19 STATE: test-node.js event: detect 
+2022-08-08 15:09:19 STATE: test-node.js event: detect 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 742 
+2022-08-08 15:09:19 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-08 15:09:19 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-08 15:09:19 DATA:  test-node.js  result: performance: load: null total: 742 
+2022-08-08 15:09:19 INFO:  test-node.js test: monkey-patch 
+2022-08-08 15:09:19 STATE: test-node.js event: image 
+2022-08-08 15:09:19 STATE: test-node.js event: detect 
+2022-08-08 15:09:19 STATE: test-node.js passed: monkey patch 
+2022-08-08 15:09:19 STATE: test-node.js passed: segmentation [65536] 
+2022-08-08 15:09:19 STATE: test-node.js passeed: equal usage 
+2022-08-08 15:09:19 INFO:  test-node.js test: input compare 
+2022-08-08 15:09:19 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-08 15:09:19 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-08 15:09:19 STATE: test-node.js passed: image compare 0 23.275441687091504 
+2022-08-08 15:09:19 INFO:  test-node.js events: {"image":30,"detect":30,"warmup":2} 
+2022-08-08 15:09:19 INFO:  test-node.js tensors 4105 
+2022-08-08 15:09:19 INFO:  test-node.js test complete: 19131 ms 
+2022-08-08 15:09:19 INFO:  all tests complete 
+2022-08-08 15:09:19 INFO:  failed: {"count":0,"messages":[]} 
+2022-08-08 15:09:19 INFO:  status: {"test":"test-node.js","passed":128,"failed":0} 

typedoc/classes/Env.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Env | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Env | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="Env.html">Env</a></li></ul>
 <h1>Class Env</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -284,7 +284,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/classes/GraphModel.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GraphModel | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GraphModel | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="GraphModel.html">GraphModel</a></li></ul>
 <h1>Class GraphModel&lt;ModelURL&gt;</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -383,7 +383,7 @@ scheme-based string shortcut for <code>IOHandler</code>.</p>
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/classes/Human.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Human | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Human | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="Human.html">Human</a></li></ul>
 <h1>Class Human</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -561,7 +561,7 @@ Returns similarity between two face descriptors normalized to 0..1 range where 0
 </div></li></ul></div>
 <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L385">src/human.ts:385</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L383">src/human.ts:383</a></li></ul></aside></li></ul></section>
 <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="emit" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>emit</span><a href="#emit" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@@ -809,7 +809,7 @@ Interpolation is based on time since last known result so can be called independ
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/classes/Tensor-1.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Tensor | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Tensor | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="Tensor-1.html">Tensor</a></li></ul>
 <h1>Class Tensor&lt;R&gt;</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -421,7 +421,7 @@ parameter, so can not use an user defined size to create the buffer.</p>
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="selected tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/classes/models-1.Models.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Models | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Models | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
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 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="../modules/models-1.html">models</a></li>
 <li><a href="models-1.Models.html">Models</a></li></ul>
 <h1>Class Models</h1></div>
@@ -28,7 +28,7 @@
 <ul class="tsd-hierarchy">
 <li><span class="target">Models</span></li></ul></section><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L37">src/models.ts:37</a></li></ul></aside>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L38">src/models.ts:38</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
 <section class="tsd-panel tsd-index-panel">
 <details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary">
@@ -54,6 +54,7 @@
 <a href="models-1.Models.html#handpose" class="tsd-index-link tsd-kind-property tsd-parent-kind-class"><svg class="tsd-kind-icon" width="24" height="24" viewBox="0 0 24 24"><use href="#icon-1024-path"></use><use href="#icon-1024-text"></use></svg><span>handpose</span></a>
 <a href="models-1.Models.html#handskeleton" class="tsd-index-link tsd-kind-property tsd-parent-kind-class"><svg class="tsd-kind-icon" width="24" height="24" viewBox="0 0 24 24"><use href="#icon-1024-path"></use><use href="#icon-1024-text"></use></svg><span>handskeleton</span></a>
 <a href="models-1.Models.html#handtrack" class="tsd-index-link tsd-kind-property tsd-parent-kind-class"><svg class="tsd-kind-icon" width="24" height="24" viewBox="0 0 24 24"><use href="#icon-1024-path"></use><use href="#icon-1024-text"></use></svg><span>handtrack</span></a>
+<a href="models-1.Models.html#insightface" class="tsd-index-link tsd-kind-property tsd-parent-kind-class"><svg class="tsd-kind-icon" width="24" height="24" viewBox="0 0 24 24"><use href="#icon-1024-path"></use><use href="#icon-1024-text"></use></svg><span>insightface</span></a>
 <a href="models-1.Models.html#liveness" class="tsd-index-link tsd-kind-property tsd-parent-kind-class"><svg class="tsd-kind-icon" width="24" height="24" viewBox="0 0 24 24"><use href="#icon-1024-path"></use><use href="#icon-1024-text"></use></svg><span>liveness</span></a>
 <a href="models-1.Models.html#mobilefacenet" class="tsd-index-link tsd-kind-property tsd-parent-kind-class"><svg class="tsd-kind-icon" width="24" height="24" viewBox="0 0 24 24"><use href="#icon-1024-path"></use><use href="#icon-1024-text"></use></svg><span>mobilefacenet</span></a>
 <a href="models-1.Models.html#movenet" class="tsd-index-link tsd-kind-property tsd-parent-kind-class"><svg class="tsd-kind-icon" width="24" height="24" viewBox="0 0 24 24"><use href="#icon-1024-path"></use><use href="#icon-1024-text"></use></svg><span>movenet</span></a>
@@ -77,112 +78,117 @@
 <h3 class="tsd-anchor-link"><span>antispoof</span><a href="#antispoof" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">antispoof<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L59">src/models.ts:59</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L61">src/models.ts:61</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="blazepose" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>blazepose</span><a href="#blazepose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">blazepose<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L41">src/models.ts:41</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L42">src/models.ts:42</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="blazeposedetect" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>blazeposedetect</span><a href="#blazeposedetect" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">blazeposedetect<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L40">src/models.ts:40</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L41">src/models.ts:41</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="centernet" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>centernet</span><a href="#centernet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">centernet<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L42">src/models.ts:42</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L43">src/models.ts:43</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="efficientpose" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>efficientpose</span><a href="#efficientpose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">efficientpose<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L43">src/models.ts:43</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L44">src/models.ts:44</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="emotion" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>emotion</span><a href="#emotion" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">emotion<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L45">src/models.ts:45</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L47">src/models.ts:47</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="facedetect" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>facedetect</span><a href="#facedetect" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">facedetect<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L46">src/models.ts:46</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L48">src/models.ts:48</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="faceiris" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>faceiris</span><a href="#faceiris" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">faceiris<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L47">src/models.ts:47</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L49">src/models.ts:49</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="facemesh" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>facemesh</span><a href="#facemesh" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">facemesh<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L48">src/models.ts:48</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L50">src/models.ts:50</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="faceres" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>faceres</span><a href="#faceres" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">faceres<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L49">src/models.ts:49</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L51">src/models.ts:51</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="gear" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>gear</span><a href="#gear" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">gear<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L39">src/models.ts:39</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L40">src/models.ts:40</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="handpose" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>handpose</span><a href="#handpose" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">handpose<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L51">src/models.ts:51</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L53">src/models.ts:53</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="handskeleton" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>handskeleton</span><a href="#handskeleton" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">handskeleton<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L52">src/models.ts:52</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L54">src/models.ts:54</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="handtrack" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>handtrack</span><a href="#handtrack" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">handtrack<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L53">src/models.ts:53</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L55">src/models.ts:55</a></li></ul></aside></section>
+<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="insightface" class="tsd-anchor"></a>
+<h3 class="tsd-anchor-link"><span>insightface</span><a href="#insightface" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
+<div class="tsd-signature">insightface<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
+<ul>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L46">src/models.ts:46</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="liveness" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>liveness</span><a href="#liveness" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">liveness<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L54">src/models.ts:54</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L56">src/models.ts:56</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="mobilefacenet" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>mobilefacenet</span><a href="#mobilefacenet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">mobilefacenet<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L44">src/models.ts:44</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L45">src/models.ts:45</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="movenet" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>movenet</span><a href="#movenet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">movenet<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L55">src/models.ts:55</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L57">src/models.ts:57</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="nanodet" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>nanodet</span><a href="#nanodet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">nanodet<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L56">src/models.ts:56</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L58">src/models.ts:58</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="posenet" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>posenet</span><a href="#posenet" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">posenet<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L57">src/models.ts:57</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L59">src/models.ts:59</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="segmentation" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>segmentation</span><a href="#segmentation" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">segmentation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L58">src/models.ts:58</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L60">src/models.ts:60</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="ssrnetage" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>ssrnetage</span><a href="#ssrnetage" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">ssrnetage<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L38">src/models.ts:38</a></li></ul></aside></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L39">src/models.ts:39</a></li></ul></aside></section>
 <section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a id="ssrnetgender" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>ssrnetgender</span><a href="#ssrnetgender" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <div class="tsd-signature">ssrnetgender<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="GraphModel.html" class="tsd-signature-type" data-tsd-kind="Class">GraphModel</a><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> = null</span></div><aside class="tsd-sources">
 <ul>
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+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L52">src/models.ts:52</a></li></ul></aside></section></section></div>
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 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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typedoc/enums/Rank.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Rank | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
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typedoc/functions/draw.all.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>all | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>all | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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 <div class="tsd-page-title">
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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@@ -48,7 +48,7 @@
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 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="current tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/functions/draw.canvas.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>canvas | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
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 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <h1>Function canvas</h1></div>
@@ -46,7 +46,7 @@
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 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="current tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/functions/draw.person.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>person | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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 <div class="tsd-page-title">
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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@@ -48,7 +48,7 @@
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 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/functions/match.distance.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>distance | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>distance | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
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 <h1>Function distance</h1></div>
@@ -56,7 +56,7 @@ default is 20 which normalizes results to similarity above 0.5 can be considered
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-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/functions/match.match.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>match | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>match | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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 <h1>Function match</h1></div>
@@ -67,7 +67,7 @@ Returns</p>
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 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/functions/match.similarity.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>similarity | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>similarity | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <h1>Function similarity</h1></div>
@@ -60,7 +60,7 @@ Returns similarity between two face descriptors normalized to 0..1 range where 0
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 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/functions/models-1.getModelStats.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>getModelStats | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>getModelStats | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L76">src/models.ts:76</a></li></ul></aside></li></ul></section></div>
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-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
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typedoc/functions/models-1.load.html

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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>load | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
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 <ul>
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+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L105">src/models.ts:105</a></li></ul></aside></li></ul></section></div>
 <div class="col-4 col-menu menu-sticky-wrap menu-highlight">
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 <div class="tsd-accordion-details">
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-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/functions/models-1.reset.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>reset | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
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+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <h1>Function reset</h1></div>
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+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L99">src/models.ts:99</a></li></ul></aside></li></ul></section></div>
 <div class="col-4 col-menu menu-sticky-wrap menu-highlight">
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 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/functions/models-1.validate.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>validate | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>validate | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/models.ts#L151">src/models.ts:151</a></li></ul></aside></li></ul></section></div>
 <div class="col-4 col-menu menu-sticky-wrap menu-highlight">
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-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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typedoc/index.html

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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>@vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="assets/style.css"/><link rel="stylesheet" href="assets/highlight.css"/><script async src="assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
-<h2>@vladmandic/human - v2.9.1</h2></div>
+<h2>@vladmandic/human - v2.9.2</h2></div>
 <section class="tsd-panel-group tsd-index-group">
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 <div class="tsd-accordion-details">
 <ul>
-<li class="current selected"><a href="index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current selected"><a href="index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/BodyConfig.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyConfig | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <h1>Interface BodyConfig</h1></div>
 <section class="tsd-panel tsd-comment">
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 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/interfaces/BodyKeypoint.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyKeypoint | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyKeypoint | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/BodyResult.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyResult | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyResult | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
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 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/interfaces/Config.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Config | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Config | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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 <div class="tsd-page-title">
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <h1>Interface Config</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -219,7 +219,7 @@ default: true if indexdb is available (browsers), false if its not (nodejs)</p>
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 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/interfaces/FaceAntiSpoofConfig.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceAntiSpoofConfig | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceAntiSpoofConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="FaceAntiSpoofConfig.html">FaceAntiSpoofConfig</a></li></ul>
 <h1>Interface FaceAntiSpoofConfig</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -88,7 +88,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/interfaces/FaceAttentionConfig.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceAttentionConfig | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceAttentionConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="FaceAttentionConfig.html">FaceAttentionConfig</a></li></ul>
 <h1>Interface FaceAttentionConfig</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -88,7 +88,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/interfaces/FaceConfig.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <h1>Interface FaceConfig</h1></div>
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@@ -142,7 +142,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
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+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/FaceDescriptionConfig.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDescriptionConfig | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDescriptionConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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@@ -99,7 +99,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
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+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/FaceDetectorConfig.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDetectorConfig | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDetectorConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <h1>Interface FaceDetectorConfig</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -138,7 +138,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
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+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/FaceEmotionConfig.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceEmotionConfig | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceEmotionConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
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+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <h1>Interface FaceEmotionConfig</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -96,7 +96,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/FaceGearConfig.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceGearConfig | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceGearConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
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+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <h1>Interface FaceGearConfig</h1></div>
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@@ -96,7 +96,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
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typedoc/interfaces/FaceIrisConfig.html

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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceIrisConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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@@ -88,7 +88,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/FaceLivenessConfig.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceLivenessConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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@@ -88,7 +88,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/FaceMeshConfig.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceMeshConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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@@ -96,7 +96,7 @@ for two-phase models such as face and hand caching applies to bounding boxes det
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/FaceResult.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceResult | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/FilterConfig.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FilterConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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typedoc/interfaces/GenericConfig.html

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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GenericConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/GestureConfig.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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typedoc/interfaces/HandConfig.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/HandResult.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandResult | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/interfaces/ObjectConfig.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ObjectConfig | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ObjectConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
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 <div class="tsd-accordion-details">
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-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
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typedoc/interfaces/ObjectResult.html

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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ObjectResult | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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typedoc/interfaces/PersonResult.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>PersonResult | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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typedoc/interfaces/Result.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Result | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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typedoc/interfaces/SegmentationConfig.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>SegmentationConfig | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
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typedoc/modules/Tensor.html

@@ -1,16 +1,16 @@
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+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Tensor | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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typedoc/modules/draw.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>draw | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>draw | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
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 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="draw.html">draw</a></li></ul>
 <h1>Namespace draw</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -69,7 +69,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="Tensor.html">Tensor</a></li>
 <li class="current selected tsd-kind-namespace"><a href="draw.html">draw</a></li>

typedoc/modules/match.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>match | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>match | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
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 <ul class="results">
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-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="match.html">match</a></li></ul>
 <h1>Namespace match</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -48,7 +48,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="draw.html">draw</a></li>

typedoc/modules/models-1.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>models | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>models | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="models-1.html">models</a></li></ul>
 <h1>Namespace models</h1></div>
 <section class="tsd-panel tsd-comment">
@@ -52,7 +52,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li class="current"><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="draw.html">draw</a></li>

typedoc/types/AnyCanvas.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>AnyCanvas | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>AnyCanvas | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="AnyCanvas.html">AnyCanvas</a></li></ul>
 <h1>Type alias AnyCanvas</h1></div>
 <div class="tsd-signature">Any<wbr/>Canvas<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></div>
@@ -34,7 +34,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/AnyImage.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>AnyImage | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>AnyImage | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="AnyImage.html">AnyImage</a></li></ul>
 <h1>Type alias AnyImage</h1></div>
 <div class="tsd-signature">Any<wbr/>Image<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">HTMLImageElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">typeof </span><span class="tsd-signature-type">Image</span></div>
@@ -34,7 +34,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/AnyVideo.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>AnyVideo | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>AnyVideo | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="AnyVideo.html">AnyVideo</a></li></ul>
 <h1>Type alias AnyVideo</h1></div>
 <div class="tsd-signature">Any<wbr/>Video<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">HTMLMediaElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLVideoElement</span></div>
@@ -34,7 +34,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BackendType.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BackendType | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BackendType | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BackendType.html">BackendType</a></li></ul>
 <h1>Type alias BackendType</h1></div>
 <div class="tsd-signature">Backend<wbr/>Type<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">&quot;cpu&quot;</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">&quot;wasm&quot;</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">&quot;webgl&quot;</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">&quot;humangl&quot;</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">&quot;tensorflow&quot;</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">&quot;webgpu&quot;</span><span class="tsd-signature-symbol">]</span></div>
@@ -34,7 +34,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyAnnotation.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyAnnotation | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyAnnotation | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyAnnotation.html">BodyAnnotation</a></li></ul>
 <h1>Type alias BodyAnnotation</h1></div>
 <div class="tsd-signature">Body<wbr/>Annotation<span class="tsd-signature-symbol">:</span> <a href="BodyAnnotationBlazePose.html" class="tsd-signature-type" data-tsd-kind="Type alias">BodyAnnotationBlazePose</a><span class="tsd-signature-symbol"> | </span><a href="BodyAnnotationEfficientPose.html" class="tsd-signature-type" data-tsd-kind="Type alias">BodyAnnotationEfficientPose</a></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyAnnotationBlazePose.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyAnnotationBlazePose | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyAnnotationBlazePose | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyAnnotationBlazePose.html">BodyAnnotationBlazePose</a></li></ul>
 <h1>Type alias BodyAnnotationBlazePose</h1></div>
 <div class="tsd-signature">Body<wbr/>Annotation<wbr/>Blaze<wbr/>Pose<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;leftLeg&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightLeg&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;torso&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftArm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightArm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;mouth&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyAnnotationEfficientPose.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyAnnotationEfficientPose | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyAnnotationEfficientPose | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyAnnotationEfficientPose.html">BodyAnnotationEfficientPose</a></li></ul>
 <h1>Type alias BodyAnnotationEfficientPose</h1></div>
 <div class="tsd-signature">Body<wbr/>Annotation<wbr/>Efficient<wbr/>Pose<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;leftLeg&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightLeg&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;torso&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftArm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightArm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;head&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyGesture.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyGesture | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyGesture | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyGesture.html">BodyGesture</a></li></ul>
 <h1>Type alias BodyGesture</h1></div>
 <div class="tsd-signature">Body<wbr/>Gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">`</span><span class="tsd-signature-type">leaning </span><span class="tsd-signature-symbol">${</span><span class="tsd-signature-type">&quot;left&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;right&quot;</span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-type">raise </span><span class="tsd-signature-symbol">${</span><span class="tsd-signature-type">&quot;left&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;right&quot;</span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-type"> hand</span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;i give up&quot;</span></div>
@@ -34,7 +34,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyLandmark.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmark | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmark | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyLandmark.html">BodyLandmark</a></li></ul>
 <h1>Type alias BodyLandmark</h1></div>
 <div class="tsd-signature">Body<wbr/>Landmark<span class="tsd-signature-symbol">:</span> <a href="BodyLandmarkPoseNet.html" class="tsd-signature-type" data-tsd-kind="Type alias">BodyLandmarkPoseNet</a><span class="tsd-signature-symbol"> | </span><a href="BodyLandmarkMoveNet.html" class="tsd-signature-type" data-tsd-kind="Type alias">BodyLandmarkMoveNet</a><span class="tsd-signature-symbol"> | </span><a href="BodyLandmarkEfficientNet.html" class="tsd-signature-type" data-tsd-kind="Type alias">BodyLandmarkEfficientNet</a><span class="tsd-signature-symbol"> | </span><a href="BodyLandmarkBlazePose.html" class="tsd-signature-type" data-tsd-kind="Type alias">BodyLandmarkBlazePose</a></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyLandmarkBlazePose.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmarkBlazePose | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmarkBlazePose | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyLandmarkBlazePose.html">BodyLandmarkBlazePose</a></li></ul>
 <h1>Type alias BodyLandmarkBlazePose</h1></div>
 <div class="tsd-signature">Body<wbr/>Landmark<wbr/>Blaze<wbr/>Pose<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;nose&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeInside&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeOutside&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeInside&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeOutside&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEar&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEar&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftMouth&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightMouth&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftShoulder&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightShoulder&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftElbow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightElbow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftWrist&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightWrist&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftPinky&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightPinky&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftIndex&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightIndex&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftThumb&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightThumb&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftHip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightHip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftKnee&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightKnee&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftAnkle&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightAnkle&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftHeel&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightHeel&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftFoot&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightFoot&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;bodyCenter&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;bodyTop&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftPalm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftHand&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightPalm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightHand&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyLandmarkEfficientNet.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmarkEfficientNet | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmarkEfficientNet | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
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 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
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 <div class="tsd-page-title">
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-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyLandmarkEfficientNet.html">BodyLandmarkEfficientNet</a></li></ul>
 <h1>Type alias BodyLandmarkEfficientNet</h1></div>
 <div class="tsd-signature">Body<wbr/>Landmark<wbr/>Efficient<wbr/>Net<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;head&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;neck&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightShoulder&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightElbow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightWrist&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;chest&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftShoulder&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftElbow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftWrist&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;bodyCenter&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightHip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightKnee&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightAnkle&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftHip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftKnee&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftAnkle&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyLandmarkMoveNet.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmarkMoveNet | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmarkMoveNet | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyLandmarkMoveNet.html">BodyLandmarkMoveNet</a></li></ul>
 <h1>Type alias BodyLandmarkMoveNet</h1></div>
 <div class="tsd-signature">Body<wbr/>Landmark<wbr/>Move<wbr/>Net<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;nose&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEar&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEar&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftShoulder&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightShoulder&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftElbow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightElbow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftWrist&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightWrist&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftHip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightHip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftKnee&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightKnee&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftAnkle&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightAnkle&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/BodyLandmarkPoseNet.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmarkPoseNet | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyLandmarkPoseNet | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="BodyLandmarkPoseNet.html">BodyLandmarkPoseNet</a></li></ul>
 <h1>Type alias BodyLandmarkPoseNet</h1></div>
 <div class="tsd-signature">Body<wbr/>Landmark<wbr/>Pose<wbr/>Net<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;nose&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEar&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEar&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftShoulder&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightShoulder&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftElbow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightElbow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftWrist&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightWrist&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftHip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightHip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftKnee&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightKnee&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftAnkle&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightAnkle&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/Box.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Box | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Box | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="Box.html">Box</a></li></ul>
 <h1>Type alias Box</h1></div>
 <div class="tsd-signature">Box<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">]</span></div>
@@ -34,7 +34,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/DrawOptions.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>DrawOptions | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>DrawOptions | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="DrawOptions.html">DrawOptions</a></li></ul>
 <h1>Type alias DrawOptions</h1></div>
 <div class="tsd-signature">Draw<wbr/>Options<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>alpha<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>color<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>drawAttention<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>drawBoxes<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>drawGaze<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>drawGestures<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>drawLabels<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>drawPoints<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>drawPolygons<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>fillPolygons<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>font<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>labelColor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>lineHeight<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>lineWidth<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>pointSize<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>roundRect<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>shadowColor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>useCurves<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>useDepth<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> }</span></div>
@@ -116,7 +116,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/Emotion.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Emotion | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Emotion | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="Emotion.html">Emotion</a></li></ul>
 <h1>Type alias Emotion</h1></div>
 <div class="tsd-signature">Emotion<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;angry&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;disgust&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;fear&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;happy&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;sad&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;surprise&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;neutral&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/Events.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Events | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Events | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="Events.html">Events</a></li></ul>
 <h1>Type alias Events</h1></div>
 <div class="tsd-signature">Events<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;create&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;load&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;image&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;result&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;warmup&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;error&quot;</span></div>
@@ -41,7 +41,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/ExternalCanvas.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ExternalCanvas | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ExternalCanvas | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="ExternalCanvas.html">ExternalCanvas</a></li></ul>
 <h1>Type alias ExternalCanvas</h1></div>
 <div class="tsd-signature">External<wbr/>Canvas<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">typeof </span><a href="../classes/Env.html#Canvas" class="tsd-signature-type" data-tsd-kind="Property">Canvas</a></div>
@@ -34,7 +34,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/FaceGesture.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceGesture | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceGesture | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="FaceGesture.html">FaceGesture</a></li></ul>
 <h1>Type alias FaceGesture</h1></div>
 <div class="tsd-signature">Face<wbr/>Gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">`</span><span class="tsd-signature-type">facing </span><span class="tsd-signature-symbol">${</span><span class="tsd-signature-type">&quot;left&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;center&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;right&quot;</span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-type">blink </span><span class="tsd-signature-symbol">${</span><span class="tsd-signature-type">&quot;left&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;right&quot;</span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-type"> eye</span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-type">mouth </span><span class="tsd-signature-symbol">${</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-type">% open</span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-type">head </span><span class="tsd-signature-symbol">${</span><span class="tsd-signature-type">&quot;up&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;down&quot;</span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-symbol">`</span></div>
@@ -34,7 +34,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/FaceLandmark.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceLandmark | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceLandmark | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="FaceLandmark.html">FaceLandmark</a></li></ul>
 <h1>Type alias FaceLandmark</h1></div>
 <div class="tsd-signature">Face<wbr/>Landmark<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;leftEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEye&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;nose&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;mouth&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEar&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEar&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;symmetryLine&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;silhouette&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;lipsUpperOuter&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;lipsLowerOuter&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;lipsUpperInner&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;lipsLowerInner&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeUpper0&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeLower0&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeUpper1&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeLower1&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeUpper2&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeLower2&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeLower3&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyebrowUpper&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyebrowLower&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightEyeIris&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeUpper0&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeLower0&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeUpper1&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeLower1&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeUpper2&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeLower2&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeLower3&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyebrowUpper&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyebrowLower&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftEyeIris&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;midwayBetweenEyes&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;noseTip&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;noseBottom&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;noseRightCorner&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;noseLeftCorner&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;rightCheek&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;leftCheek&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/Finger.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Finger | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Finger | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="Finger.html">Finger</a></li></ul>
 <h1>Type alias Finger</h1></div>
 <div class="tsd-signature">Finger<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;index&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;middle&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;pinky&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;ring&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;thumb&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;palm&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>

typedoc/types/FingerCurl.html

@@ -1,16 +1,16 @@
-<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FingerCurl | @vladmandic/human - v2.9.1</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
+<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FingerCurl | @vladmandic/human - v2.9.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.9.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar">
 <div class="tsd-toolbar-contents container">
 <div class="table-cell" id="tsd-search" data-base="..">
 <div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M15.7824 13.833L12.6666 10.7177C12.5259 10.5771 12.3353 10.499 12.1353 10.499H11.6259C12.4884 9.39596 13.001 8.00859 13.001 6.49937C13.001 2.90909 10.0914 0 6.50048 0C2.90959 0 0 2.90909 0 6.49937C0 10.0896 2.90959 12.9987 6.50048 12.9987C8.00996 12.9987 9.39756 12.4863 10.5008 11.6239V12.1332C10.5008 12.3332 10.5789 12.5238 10.7195 12.6644L13.8354 15.7797C14.1292 16.0734 14.6042 16.0734 14.8948 15.7797L15.7793 14.8954C16.0731 14.6017 16.0731 14.1267 15.7824 13.833ZM6.50048 10.499C4.29094 10.499 2.50018 8.71165 2.50018 6.49937C2.50018 4.29021 4.28781 2.49976 6.50048 2.49976C8.71001 2.49976 10.5008 4.28708 10.5008 6.49937C10.5008 8.70852 8.71314 10.499 6.50048 10.499Z" fill="var(--color-text)"></path></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div>
 <ul class="results">
 <li class="state loading">Preparing search index...</li>
-<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.1</a></div>
+<li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.9.2</a></div>
 <div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><rect x="1" y="3" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="7" width="14" height="2" fill="var(--color-text)"></rect><rect x="1" y="11" width="14" height="2" fill="var(--color-text)"></rect></svg></a></div></div></header>
 <div class="container container-main">
 <div class="col-8 col-content">
 <div class="tsd-page-title">
 <ul class="tsd-breadcrumb">
-<li><a href="../index.html">@vladmandic/human - v2.9.1</a></li>
+<li><a href="../index.html">@vladmandic/human - v2.9.2</a></li>
 <li><a href="FingerCurl.html">FingerCurl</a></li></ul>
 <h1>Type alias FingerCurl</h1></div>
 <div class="tsd-signature">Finger<wbr/>Curl<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;none&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;half&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;full&quot;</span></div><aside class="tsd-sources">
@@ -32,7 +32,7 @@
 <h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><path d="M4.93896 8.531L12 15.591L19.061 8.531L16.939 6.409L12 11.349L7.06098 6.409L4.93896 8.531Z" fill="var(--color-text)"></path></svg> Modules</h3></summary>
 <div class="tsd-accordion-details">
 <ul>
-<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.1</a>
+<li><a href="../index.html">@vladmandic/human -<wbr/> v2.9.2</a>
 <ul>
 <li class="tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li>
 <li class="tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li>