redefine draw helpers interface

CHANGELOG.md

@@ -11,6 +11,7 @@
   
 ### **HEAD -> main** 2021/09/15 mandic00@live.com
 
+- added visual results browser to demo
 - reorganize tfjs bundle
 - experimental custom tfjs bundle - disabled
 - add platform and backend capabilities detection

TODO.md

@@ -4,10 +4,8 @@
 
 WebGL shader optimizations for faster load and initial detection
 
-- Implement WebGL uniforms for shaders: <https://github.com/tensorflow/tfjs/issues/5205>
 - Fix shader packing: <https://github.com/tensorflow/tfjs/issues/5343>
-- Refactor ImageFX as ESM
+- Add and benchmark WGSL for WebGPU
-- Benchmark WGSL for WebGPU
 
 <br>
 

dist/human.esm-nobundle.js

@@ -8715,10 +8715,9 @@ var HandPipeline = class {
     __publicField(this, "storedBoxes");
     __publicField(this, "skipped");
     __publicField(this, "detectedHands");
-    var _a;
     this.handDetector = handDetector;
     this.handPoseModel = handPoseModel2;
-    this.inputSize = (_a = this.handPoseModel) == null ? void 0 : _a.inputs[0].shape[2];
+    this.inputSize = this.handPoseModel.inputs[0].shape ? this.handPoseModel.inputs[0].shape[2] : 0;
     this.storedBoxes = [];
     this.skipped = 0;
     this.detectedHands = 0;
@@ -8826,7 +8825,8 @@ var HandPipeline = class {
         const enlarged = enlargeBox2(squarifyBox2(currentBox), handBoxEnlargeFactor);
         const result = {
           confidence: currentBox.confidence,
-          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint }
+          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint },
+          landmarks: []
         };
         hands.push(result);
       }
@@ -10463,19 +10463,7 @@ var hand = (res) => {
   return gestures;
 };
 
-// src/draw/draw.ts
+// src/draw.ts
-var draw_exports = {};
-__export(draw_exports, {
-  all: () => all,
-  body: () => body2,
-  canvas: () => canvas2,
-  face: () => face2,
-  gesture: () => gesture,
-  hand: () => hand2,
-  object: () => object,
-  options: () => options2,
-  person: () => person
-});
 var options2 = {
   color: "rgba(173, 216, 230, 0.6)",
   labelColor: "rgba(173, 216, 230, 1)",
@@ -12157,7 +12145,6 @@ var Human = class {
     Object.defineProperty(this, "version", { value: version10 });
     this.config = mergeDeep(config, userConfig || {});
     this.tf = tfjs_esm_exports;
-    this.draw = draw_exports;
     this.state = "idle";
     __privateSet(this, _numTensors, 0);
     __privateSet(this, _analyzeMemoryLeaks, false);
@@ -12167,11 +12154,11 @@ var Human = class {
     this.events = new EventTarget();
     this.models = {
       face: null,
+      handpose: null,
       posenet: null,
       blazepose: null,
       efficientpose: null,
       movenet: null,
-      handpose: null,
       age: null,
       gender: null,
       emotion: null,
@@ -12181,6 +12168,17 @@ var Human = class {
       faceres: null,
       segmentation: null
     };
+    this.draw = {
+      options: options2,
+      canvas: (input, output) => canvas2(input, output),
+      face: (output, result, options3) => face2(output, result, options3),
+      body: (output, result, options3) => body2(output, result, options3),
+      hand: (output, result, options3) => hand2(output, result, options3),
+      gesture: (output, result, options3) => gesture(output, result, options3),
+      object: (output, result, options3) => object(output, result, options3),
+      person: (output, result, options3) => person(output, result, options3),
+      all: (output, result, options3) => all(output, result, options3)
+    };
     this.result = { face: [], body: [], hand: [], gesture: [], object: [], performance: {}, timestamp: 0, persons: [] };
     this.process = { tensor: null, canvas: null };
     this.faceTriangulation = triangulation;

dist/human.esm.js

@@ -68772,10 +68772,9 @@ var HandPipeline = class {
     __publicField(this, "storedBoxes");
     __publicField(this, "skipped");
     __publicField(this, "detectedHands");
-    var _a;
     this.handDetector = handDetector;
     this.handPoseModel = handPoseModel2;
-    this.inputSize = (_a = this.handPoseModel) == null ? void 0 : _a.inputs[0].shape[2];
+    this.inputSize = this.handPoseModel.inputs[0].shape ? this.handPoseModel.inputs[0].shape[2] : 0;
     this.storedBoxes = [];
     this.skipped = 0;
     this.detectedHands = 0;
@@ -68883,7 +68882,8 @@ var HandPipeline = class {
         const enlarged = enlargeBox2(squarifyBox2(currentBox), handBoxEnlargeFactor);
         const result = {
           confidence: currentBox.confidence,
-          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint }
+          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint },
+          landmarks: []
         };
         hands.push(result);
       }
@@ -70520,19 +70520,7 @@ var hand = (res) => {
   return gestures;
 };
 
-// src/draw/draw.ts
+// src/draw.ts
-var draw_exports = {};
-__export(draw_exports, {
-  all: () => all5,
-  body: () => body2,
-  canvas: () => canvas2,
-  face: () => face2,
-  gesture: () => gesture,
-  hand: () => hand2,
-  object: () => object,
-  options: () => options2,
-  person: () => person
-});
 var options2 = {
   color: "rgba(173, 216, 230, 0.6)",
   labelColor: "rgba(173, 216, 230, 1)",
@@ -72214,7 +72202,6 @@ var Human = class {
     Object.defineProperty(this, "version", { value: version6 });
     this.config = mergeDeep(config, userConfig || {});
     this.tf = tfjs_esm_exports;
-    this.draw = draw_exports;
     this.state = "idle";
     __privateSet(this, _numTensors, 0);
     __privateSet(this, _analyzeMemoryLeaks, false);
@@ -72224,11 +72211,11 @@ var Human = class {
     this.events = new EventTarget();
     this.models = {
       face: null,
+      handpose: null,
       posenet: null,
       blazepose: null,
       efficientpose: null,
       movenet: null,
-      handpose: null,
       age: null,
       gender: null,
       emotion: null,
@@ -72238,6 +72225,17 @@ var Human = class {
       faceres: null,
       segmentation: null
     };
+    this.draw = {
+      options: options2,
+      canvas: (input2, output) => canvas2(input2, output),
+      face: (output, result, options3) => face2(output, result, options3),
+      body: (output, result, options3) => body2(output, result, options3),
+      hand: (output, result, options3) => hand2(output, result, options3),
+      gesture: (output, result, options3) => gesture(output, result, options3),
+      object: (output, result, options3) => object(output, result, options3),
+      person: (output, result, options3) => person(output, result, options3),
+      all: (output, result, options3) => all5(output, result, options3)
+    };
     this.result = { face: [], body: [], hand: [], gesture: [], object: [], performance: {}, timestamp: 0, persons: [] };
     this.process = { tensor: null, canvas: null };
     this.faceTriangulation = triangulation;

dist/human.node-gpu.js

@@ -8764,10 +8764,9 @@ var HandPipeline = class {
     __publicField(this, "storedBoxes");
     __publicField(this, "skipped");
     __publicField(this, "detectedHands");
-    var _a;
     this.handDetector = handDetector;
     this.handPoseModel = handPoseModel2;
-    this.inputSize = (_a = this.handPoseModel) == null ? void 0 : _a.inputs[0].shape[2];
+    this.inputSize = this.handPoseModel.inputs[0].shape ? this.handPoseModel.inputs[0].shape[2] : 0;
     this.storedBoxes = [];
     this.skipped = 0;
     this.detectedHands = 0;
@@ -8875,7 +8874,8 @@ var HandPipeline = class {
         const enlarged = enlargeBox2(squarifyBox2(currentBox), handBoxEnlargeFactor);
         const result = {
           confidence: currentBox.confidence,
-          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint }
+          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint },
+          landmarks: []
         };
         hands.push(result);
       }
@@ -10523,19 +10523,7 @@ var hand = (res) => {
   return gestures;
 };
 
-// src/draw/draw.ts
+// src/draw.ts
-var draw_exports = {};
-__export(draw_exports, {
-  all: () => all,
-  body: () => body2,
-  canvas: () => canvas2,
-  face: () => face2,
-  gesture: () => gesture,
-  hand: () => hand2,
-  object: () => object,
-  options: () => options2,
-  person: () => person
-});
 var options2 = {
   color: "rgba(173, 216, 230, 0.6)",
   labelColor: "rgba(173, 216, 230, 1)",
@@ -12220,7 +12208,6 @@ var Human = class {
     Object.defineProperty(this, "version", { value: version });
     this.config = mergeDeep(config, userConfig || {});
     this.tf = tf24;
-    this.draw = draw_exports;
     this.state = "idle";
     __privateSet(this, _numTensors, 0);
     __privateSet(this, _analyzeMemoryLeaks, false);
@@ -12230,11 +12217,11 @@ var Human = class {
     this.events = new EventTarget();
     this.models = {
       face: null,
+      handpose: null,
       posenet: null,
       blazepose: null,
       efficientpose: null,
       movenet: null,
-      handpose: null,
       age: null,
       gender: null,
       emotion: null,
@@ -12244,6 +12231,17 @@ var Human = class {
       faceres: null,
       segmentation: null
     };
+    this.draw = {
+      options: options2,
+      canvas: (input, output) => canvas2(input, output),
+      face: (output, result, options3) => face2(output, result, options3),
+      body: (output, result, options3) => body2(output, result, options3),
+      hand: (output, result, options3) => hand2(output, result, options3),
+      gesture: (output, result, options3) => gesture(output, result, options3),
+      object: (output, result, options3) => object(output, result, options3),
+      person: (output, result, options3) => person(output, result, options3),
+      all: (output, result, options3) => all(output, result, options3)
+    };
     this.result = { face: [], body: [], hand: [], gesture: [], object: [], performance: {}, timestamp: 0, persons: [] };
     this.process = { tensor: null, canvas: null };
     this.faceTriangulation = triangulation;

dist/human.node-wasm.js

@@ -8765,10 +8765,9 @@ var HandPipeline = class {
     __publicField(this, "storedBoxes");
     __publicField(this, "skipped");
     __publicField(this, "detectedHands");
-    var _a;
     this.handDetector = handDetector;
     this.handPoseModel = handPoseModel2;
-    this.inputSize = (_a = this.handPoseModel) == null ? void 0 : _a.inputs[0].shape[2];
+    this.inputSize = this.handPoseModel.inputs[0].shape ? this.handPoseModel.inputs[0].shape[2] : 0;
     this.storedBoxes = [];
     this.skipped = 0;
     this.detectedHands = 0;
@@ -8876,7 +8875,8 @@ var HandPipeline = class {
         const enlarged = enlargeBox2(squarifyBox2(currentBox), handBoxEnlargeFactor);
         const result = {
           confidence: currentBox.confidence,
-          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint }
+          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint },
+          landmarks: []
         };
         hands.push(result);
       }
@@ -10524,19 +10524,7 @@ var hand = (res) => {
   return gestures;
 };
 
-// src/draw/draw.ts
+// src/draw.ts
-var draw_exports = {};
-__export(draw_exports, {
-  all: () => all,
-  body: () => body2,
-  canvas: () => canvas2,
-  face: () => face2,
-  gesture: () => gesture,
-  hand: () => hand2,
-  object: () => object,
-  options: () => options2,
-  person: () => person
-});
 var options2 = {
   color: "rgba(173, 216, 230, 0.6)",
   labelColor: "rgba(173, 216, 230, 1)",
@@ -12221,7 +12209,6 @@ var Human = class {
     Object.defineProperty(this, "version", { value: version });
     this.config = mergeDeep(config, userConfig || {});
     this.tf = tf24;
-    this.draw = draw_exports;
     this.state = "idle";
     __privateSet(this, _numTensors, 0);
     __privateSet(this, _analyzeMemoryLeaks, false);
@@ -12231,11 +12218,11 @@ var Human = class {
     this.events = new EventTarget();
     this.models = {
       face: null,
+      handpose: null,
       posenet: null,
       blazepose: null,
       efficientpose: null,
       movenet: null,
-      handpose: null,
       age: null,
       gender: null,
       emotion: null,
@@ -12245,6 +12232,17 @@ var Human = class {
       faceres: null,
       segmentation: null
     };
+    this.draw = {
+      options: options2,
+      canvas: (input, output) => canvas2(input, output),
+      face: (output, result, options3) => face2(output, result, options3),
+      body: (output, result, options3) => body2(output, result, options3),
+      hand: (output, result, options3) => hand2(output, result, options3),
+      gesture: (output, result, options3) => gesture(output, result, options3),
+      object: (output, result, options3) => object(output, result, options3),
+      person: (output, result, options3) => person(output, result, options3),
+      all: (output, result, options3) => all(output, result, options3)
+    };
     this.result = { face: [], body: [], hand: [], gesture: [], object: [], performance: {}, timestamp: 0, persons: [] };
     this.process = { tensor: null, canvas: null };
     this.faceTriangulation = triangulation;

dist/human.node.js

@@ -8764,10 +8764,9 @@ var HandPipeline = class {
     __publicField(this, "storedBoxes");
     __publicField(this, "skipped");
     __publicField(this, "detectedHands");
-    var _a;
     this.handDetector = handDetector;
     this.handPoseModel = handPoseModel2;
-    this.inputSize = (_a = this.handPoseModel) == null ? void 0 : _a.inputs[0].shape[2];
+    this.inputSize = this.handPoseModel.inputs[0].shape ? this.handPoseModel.inputs[0].shape[2] : 0;
     this.storedBoxes = [];
     this.skipped = 0;
     this.detectedHands = 0;
@@ -8875,7 +8874,8 @@ var HandPipeline = class {
         const enlarged = enlargeBox2(squarifyBox2(currentBox), handBoxEnlargeFactor);
         const result = {
           confidence: currentBox.confidence,
-          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint }
+          box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint },
+          landmarks: []
         };
         hands.push(result);
       }
@@ -10523,19 +10523,7 @@ var hand = (res) => {
   return gestures;
 };
 
-// src/draw/draw.ts
+// src/draw.ts
-var draw_exports = {};
-__export(draw_exports, {
-  all: () => all,
-  body: () => body2,
-  canvas: () => canvas2,
-  face: () => face2,
-  gesture: () => gesture,
-  hand: () => hand2,
-  object: () => object,
-  options: () => options2,
-  person: () => person
-});
 var options2 = {
   color: "rgba(173, 216, 230, 0.6)",
   labelColor: "rgba(173, 216, 230, 1)",
@@ -12220,7 +12208,6 @@ var Human = class {
     Object.defineProperty(this, "version", { value: version });
     this.config = mergeDeep(config, userConfig || {});
     this.tf = tf24;
-    this.draw = draw_exports;
     this.state = "idle";
     __privateSet(this, _numTensors, 0);
     __privateSet(this, _analyzeMemoryLeaks, false);
@@ -12230,11 +12217,11 @@ var Human = class {
     this.events = new EventTarget();
     this.models = {
       face: null,
+      handpose: null,
       posenet: null,
       blazepose: null,
       efficientpose: null,
       movenet: null,
-      handpose: null,
       age: null,
       gender: null,
       emotion: null,
@@ -12244,6 +12231,17 @@ var Human = class {
       faceres: null,
       segmentation: null
     };
+    this.draw = {
+      options: options2,
+      canvas: (input, output) => canvas2(input, output),
+      face: (output, result, options3) => face2(output, result, options3),
+      body: (output, result, options3) => body2(output, result, options3),
+      hand: (output, result, options3) => hand2(output, result, options3),
+      gesture: (output, result, options3) => gesture(output, result, options3),
+      object: (output, result, options3) => object(output, result, options3),
+      person: (output, result, options3) => person(output, result, options3),
+      all: (output, result, options3) => all(output, result, options3)
+    };
     this.result = { face: [], body: [], hand: [], gesture: [], object: [], performance: {}, timestamp: 0, persons: [] };
     this.process = { tensor: null, canvas: null };
     this.faceTriangulation = triangulation;

src/draw.ts

@@ -2,9 +2,9 @@
  * Module that implements helper draw functions, exposed as human.draw
  */
 
-import { TRI468 as triangulation } from '../blazeface/coords';
+import { TRI468 as triangulation } from './blazeface/coords';
-import { mergeDeep, now } from '../helpers';
+import { mergeDeep, now } from './helpers';
-import type { Result, FaceResult, BodyResult, HandResult, ObjectResult, GestureResult, PersonResult } from '../result';
+import type { Result, FaceResult, BodyResult, HandResult, ObjectResult, GestureResult, PersonResult } from './result';
 
 /**
  * Draw Options
@@ -139,7 +139,7 @@ function curves(ctx, points: [number, number, number?][] = [], localOptions) {
   }
 }
 
-export async function gesture(inCanvas: HTMLCanvasElement, result: Array<GestureResult>, drawOptions?: DrawOptions) {
+export async function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>) {
   const localOptions = mergeDeep(options, drawOptions);
   if (!result || !inCanvas) return;
   const ctx = getCanvasContext(inCanvas);
@@ -164,7 +164,7 @@ export async function gesture(inCanvas: HTMLCanvasElement, result: Array<Gesture
   }
 }
 
-export async function face(inCanvas: HTMLCanvasElement, result: Array<FaceResult>, drawOptions?: DrawOptions) {
+export async function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<FaceResult>, drawOptions?: Partial<DrawOptions>) {
   const localOptions = mergeDeep(options, drawOptions);
   if (!result || !inCanvas) return;
   const ctx = getCanvasContext(inCanvas);
@@ -266,7 +266,7 @@ export async function face(inCanvas: HTMLCanvasElement, result: Array<FaceResult
   }
 }
 
-export async function body(inCanvas: HTMLCanvasElement, result: Array<BodyResult>, drawOptions?: DrawOptions) {
+export async function body(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<BodyResult>, drawOptions?: Partial<DrawOptions>) {
   const localOptions = mergeDeep(options, drawOptions);
   if (!result || !inCanvas) return;
   const ctx = getCanvasContext(inCanvas);
@@ -376,7 +376,7 @@ export async function body(inCanvas: HTMLCanvasElement, result: Array<BodyResult
   }
 }
 
-export async function hand(inCanvas: HTMLCanvasElement, result: Array<HandResult>, drawOptions?: DrawOptions) {
+export async function hand(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<HandResult>, drawOptions?: Partial<DrawOptions>) {
   const localOptions = mergeDeep(options, drawOptions);
   if (!result || !inCanvas) return;
   const ctx = getCanvasContext(inCanvas);
@@ -441,7 +441,7 @@ export async function hand(inCanvas: HTMLCanvasElement, result: Array<HandResult
   }
 }
 
-export async function object(inCanvas: HTMLCanvasElement, result: Array<ObjectResult>, drawOptions?: DrawOptions) {
+export async function object(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<ObjectResult>, drawOptions?: Partial<DrawOptions>) {
   const localOptions = mergeDeep(options, drawOptions);
   if (!result || !inCanvas) return;
   const ctx = getCanvasContext(inCanvas);
@@ -466,7 +466,7 @@ export async function object(inCanvas: HTMLCanvasElement, result: Array<ObjectRe
   }
 }
 
-export async function person(inCanvas: HTMLCanvasElement, result: Array<PersonResult>, drawOptions?: DrawOptions) {
+export async function person(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<PersonResult>, drawOptions?: Partial<DrawOptions>) {
   const localOptions = mergeDeep(options, drawOptions);
   if (!result || !inCanvas) return;
   const ctx = getCanvasContext(inCanvas);
@@ -492,38 +492,24 @@ export async function person(inCanvas: HTMLCanvasElement, result: Array<PersonRe
   }
 }
 
-export async function canvas(input: HTMLCanvasElement | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement) {
+export async function canvas(input: HTMLCanvasElement | OffscreenCanvas | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement) {
   if (!input || !output) return;
   const ctx = getCanvasContext(output);
   ctx.drawImage(input, 0, 0);
 }
 
-export async function all(inCanvas: HTMLCanvasElement, result: Result, drawOptions?: DrawOptions) {
+export async function all(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Result, drawOptions?: Partial<DrawOptions>) {
   if (!result || !result.performance || !result || !inCanvas) return null;
   const timestamp = now();
   const localOptions = mergeDeep(options, drawOptions);
-
   const promise = Promise.all([
     face(inCanvas, result.face, localOptions),
     body(inCanvas, result.body, localOptions),
     hand(inCanvas, result.hand, localOptions),
     object(inCanvas, result.object, localOptions),
-    // person(inCanvas, result.persons, localOptions);
     gesture(inCanvas, result.gesture, localOptions), // gestures do not have buffering
+    // person(inCanvas, result.persons, localOptions); // already included above
   ]);
-  /*
-  if (!bufferedResult) bufferedResult = result; // first pass
-  else if (localOptions.bufferedOutput) calcBuffered(result); // do results interpolation
-  else bufferedResult = result; // or just use results as-is
-  const promises: Promise<void>[] = [];
-  promises.push(face(inCanvas, bufferedResult.face, localOptions));
-  promises.push(body(inCanvas, bufferedResult.body, localOptions));
-  promises.push(hand(inCanvas, bufferedResult.hand, localOptions));
-  promises.push(object(inCanvas, bufferedResult.object, localOptions));
-  // promises.push(person(inCanvas, bufferedResult.persons, localOptions));
-  promises.push(gesture(inCanvas, result.gesture, localOptions)); // gestures do not have buffering
-  // await Promise.all(promises);
-  */
   result.performance.draw = Math.trunc(now() - timestamp);
   return promise;
 }

src/handpose/handpipeline.ts

@@ -22,8 +22,7 @@ export class HandPipeline {
   constructor(handDetector, handPoseModel) {
     this.handDetector = handDetector;
     this.handPoseModel = handPoseModel;
-    // @ts-ignore model is not undefined here
+    this.inputSize = this.handPoseModel.inputs[0].shape ? this.handPoseModel.inputs[0].shape[2] : 0;
-    this.inputSize = this.handPoseModel?.inputs[0].shape[2];
     this.storedBoxes = [];
     this.skipped = 0;
     this.detectedHands = 0;
@@ -100,7 +99,7 @@ export class HandPipeline {
       // for (const possible of boxes) this.storedBoxes.push(possible);
       if (this.storedBoxes.length > 0) useFreshBox = true;
     }
-    const hands: Array<{ landmarks?: number[], confidence: number, box: { topLeft: number[], bottomRight: number[] } }> = [];
+    const hands: Array<{ landmarks: number[], confidence: number, box: { topLeft: number[], bottomRight: number[] } }> = [];
 
     // go through working set of boxes
     for (let i = 0; i < this.storedBoxes.length; i++) {
@@ -146,6 +145,7 @@ export class HandPipeline {
         const result = {
           confidence: currentBox.confidence,
           box: { topLeft: enlarged.startPoint, bottomRight: enlarged.endPoint },
+          landmarks: [],
         };
         hands.push(result);
       }

src/handpose/handpose.ts

@@ -32,7 +32,6 @@ export async function predict(input: Tensor, config: Config): Promise<HandResult
     const annotations = {};
     if (predictions[i].landmarks) {
       for (const key of Object.keys(meshAnnotations)) {
-        // @ts-ignore landmarks are not undefined
         annotations[key] = meshAnnotations[key].map((index) => predictions[i].landmarks[index]);
       }
     }

src/human.ts

@@ -4,7 +4,7 @@
 
 import { log, now, mergeDeep } from './helpers';
 import { Config, defaults } from './config';
-import type { Result, FaceResult, HandResult, BodyResult, ObjectResult, GestureResult } from './result';
+import type { Result, FaceResult, HandResult, BodyResult, ObjectResult, GestureResult, PersonResult } from './result';
 import * as tf from '../dist/tfjs.esm.js';
 import * as models from './models';
 import * as face from './face';
@@ -20,7 +20,7 @@ import * as centernet from './object/centernet';
 import * as segmentation from './segmentation/segmentation';
 import * as gesture from './gesture/gesture';
 import * as image from './image/image';
-import * as draw from './draw/draw';
+import * as draw from './draw';
 import * as persons from './persons';
 import * as interpolate from './interpolate';
 import * as env from './env';
@@ -28,17 +28,18 @@ import * as backend from './tfjs/backend';
 import * as app from '../package.json';
 import * as warmups from './warmup';
 import type { Tensor, GraphModel } from './tfjs/types';
+import type { DrawOptions } from './draw';
 
 // export types
 export * from './config';
 export * from './result';
-export type { DrawOptions } from './draw/draw';
+export type { DrawOptions } from './draw';
 export { env } from './env';
 
 /** Defines all possible input types for **Human** detection
  * @typedef Input Type
  */
-export type Input = Tensor | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas | typeof Image | typeof env.env.Canvas;
+export type Input = Tensor | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas;
 
 /** Events dispatched by `human.events`
  * - `create`: triggered when Human object is instantiated
@@ -73,29 +74,36 @@ export type TensorFlow = typeof tf;
 export class Human {
   /** Current version of Human library in *semver* format */
   version: string;
+
   /** Current configuration
    * - Details: {@link Config}
    */
   config: Config;
+
   /** Last known result of detect run
    * - Can be accessed anytime after initial detection
    */
   result: Result;
+
   /** Current state of Human library
    * - Can be polled to determine operations that are currently executed
    * - Progresses through: 'config', 'check', 'backend', 'load', 'run:<model>', 'idle'
    */
   state: string;
+
   /** currenty processed image tensor and canvas */
   process: { tensor: Tensor | null, canvas: OffscreenCanvas | HTMLCanvasElement | null };
+
   /** @internal: Instance of TensorFlow/JS used by Human
    * - Can be embedded or externally provided
    */
   tf: TensorFlow;
+
   /**
    * Object containing environment information used for diagnostics
    */
   env: env.Env;
+
   /** Draw helper classes that can draw detected objects on canvas using specified draw
    * - options: {@link DrawOptions} global settings for all draw operations, can be overriden for each draw method
    * - face: draw detected faces
@@ -104,15 +112,9 @@ export class Human {
    * - canvas: draw this.processed canvas which is a this.processed copy of the input
    * - all: meta-function that performs: canvas, face, body, hand
    */
-  draw: {
+  // draw: typeof draw;
-    options: draw.DrawOptions,
+  draw: { canvas, face, body, hand, gesture, object, person, all, options: DrawOptions };
-    gesture: typeof draw.gesture,
+
-    face: typeof draw.face,
-    body: typeof draw.body,
-    hand: typeof draw.hand,
-    canvas: typeof draw.canvas,
-    all: typeof draw.all,
-  };
   /** @internal: Currently loaded models */
   models: {
     face: [unknown, GraphModel | null, GraphModel | null] | null,
@@ -130,6 +132,7 @@ export class Human {
     faceres: GraphModel | null,
     segmentation: GraphModel | null,
   };
+
   /** Container for events dispatched by Human
    *
    * Possible events:
@@ -166,7 +169,6 @@ export class Human {
     Object.defineProperty(this, 'version', { value: app.version }); // expose version property directly on class itself
     this.config = mergeDeep(defaults, userConfig || {});
     this.tf = tf;
-    this.draw = draw;
     this.state = 'idle';
     this.#numTensors = 0;
     this.#analyzeMemoryLeaks = false;
@@ -177,11 +179,11 @@ export class Human {
     // object that contains all initialized models
     this.models = {
       face: null, // array of models
+      handpose: null, // array of models
       posenet: null,
       blazepose: null,
       efficientpose: null,
       movenet: null,
-      handpose: null, // array of models
       age: null,
       gender: null,
       emotion: null,
@@ -191,6 +193,18 @@ export class Human {
       faceres: null,
       segmentation: null,
     };
+    // reexport draw methods
+    this.draw = {
+      options: draw.options as DrawOptions,
+      canvas: (input: HTMLCanvasElement | OffscreenCanvas | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement) => draw.canvas(input, output),
+      face: (output: HTMLCanvasElement | OffscreenCanvas, result: FaceResult[], options?: Partial<DrawOptions>) => draw.face(output, result, options),
+      body: (output: HTMLCanvasElement | OffscreenCanvas, result: BodyResult[], options?: Partial<DrawOptions>) => draw.body(output, result, options),
+      hand: (output: HTMLCanvasElement | OffscreenCanvas, result: HandResult[], options?: Partial<DrawOptions>) => draw.hand(output, result, options),
+      gesture: (output: HTMLCanvasElement | OffscreenCanvas, result: GestureResult[], options?: Partial<DrawOptions>) => draw.gesture(output, result, options),
+      object: (output: HTMLCanvasElement | OffscreenCanvas, result: ObjectResult[], options?: Partial<DrawOptions>) => draw.object(output, result, options),
+      person: (output: HTMLCanvasElement | OffscreenCanvas, result: PersonResult[], options?: Partial<DrawOptions>) => draw.person(output, result, options),
+      all: (output: HTMLCanvasElement | OffscreenCanvas, result: Result, options?: Partial<DrawOptions>) => draw.all(output, result, options),
+    };
     this.result = { face: [], body: [], hand: [], gesture: [], object: [], performance: {}, timestamp: 0, persons: [] };
     // export access to image this.processing
     // @ts-ignore eslint-typescript cannot correctly infer type in anonymous function

test/build.log

@@ -16723,3 +16723,757 @@
 2021-09-15 13:58:53 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":83,"errors":0,"warnings":0} 
 2021-09-15 13:58:54 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
 2021-09-15 13:58:54 INFO:  Done... 
+2021-09-15 15:48:02 INFO:  @vladmandic/human version 2.2.0 
+2021-09-15 15:48:02 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 
+2021-09-15 15:48:02 INFO:  Application: {"name":"@vladmandic/human","version":"2.2.0"} 
+2021-09-15 15:48:02 INFO:  Environment: {"profile":"development","config":"build.json","tsconfig":true,"eslintrc":true,"git":true} 
+2021-09-15 15:48:02 INFO:  Toolchain: {"build":"0.4.1","esbuild":"0.12.28","typescript":"4.4.3","typedoc":"0.21.9","eslint":"7.32.0"} 
+2021-09-15 15:48:02 INFO:  Build: {"profile":"development","steps":["serve","watch","compile"]} 
+2021-09-15 15:48:02 STATE: WebServer: {"ssl":false,"port":10030,"root":"."} 
+2021-09-15 15:48:02 STATE: WebServer: {"ssl":true,"port":10031,"root":".","sslKey":"node_modules/@vladmandic/build/cert/https.key","sslCrt":"node_modules/@vladmandic/build/cert/https.crt"} 
+2021-09-15 15:48:02 STATE: Watch: {"locations":["src/**","src/**/*","tfjs/**/*"]} 
+2021-09-15 15:48:02 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":1416} 
+2021-09-15 15:48:02 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":50,"inputBytes":475551,"outputBytes":404261} 
+2021-09-15 15:48:02 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":1424} 
+2021-09-15 15:48:02 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":50,"inputBytes":475559,"outputBytes":404265} 
+2021-09-15 15:48:02 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":1491} 
+2021-09-15 15:48:02 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":50,"inputBytes":475626,"outputBytes":404337} 
+2021-09-15 15:48:02 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1063,"outputBytes":1631} 
+2021-09-15 15:48:02 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":3088,"outputBytes":793} 
+2021-09-15 15:48:02 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":50,"inputBytes":474928,"outputBytes":405516} 
+2021-09-15 15:48:02 STATE: Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":3088,"outputBytes":2376809} 
+2021-09-15 15:48:03 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":50,"inputBytes":2850944,"outputBytes":1406982} 
+2021-09-15 15:48:03 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":50,"inputBytes":2850944,"outputBytes":2609453} 
+2021-09-15 15:48:03 INFO:  Listening... 
+2021-09-15 15:49:04 INFO:  Watch: {"event":"add","input":"src/draw.ts"} 
+2021-09-15 15:49:04 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":1416} 
+2021-09-15 15:49:04 ERROR: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:49:04 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":1424} 
+2021-09-15 15:49:04 INFO:  Watch: {"event":"remove","input":"src/draw/draw.ts","skip":true} 
+2021-09-15 15:49:04 ERROR: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:49:04 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":1491} 
+2021-09-15 15:49:04 ERROR: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:49:04 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1063,"outputBytes":1631} 
+2021-09-15 15:49:04 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":3088,"outputBytes":793} 
+2021-09-15 15:49:04 ERROR: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:49:05 STATE: Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":3088,"outputBytes":2376809} 
+2021-09-15 15:49:05 ERROR: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:49:06 ERROR: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:50:36 INFO:  Watch: {"event":"modify","input":"src/draw.ts"} 
+2021-09-15 15:50:36 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":1416} 
+2021-09-15 15:50:36 ERROR: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:50:36 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":1424} 
+2021-09-15 15:50:36 ERROR: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:50:36 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":1491} 
+2021-09-15 15:50:36 ERROR: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:50:36 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1063,"outputBytes":1631} 
+2021-09-15 15:50:36 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":3088,"outputBytes":793} 
+2021-09-15 15:50:36 ERROR: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:50:37 STATE: Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":3088,"outputBytes":2376809} 
+2021-09-15 15:50:37 ERROR: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:50:37 ERROR: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts"} {"errors":[{"location":{"column":22,"file":"src/human.ts","length":13,"line":23,"lineText":"import * as draw from './draw/draw';","namespace":"","suggestion":""},"notes":[],"pluginName":"","text":"Could not resolve \"./draw/draw\""}]} 
+2021-09-15 15:53:13 INFO:  Watch: {"event":"modify","input":"src/human.ts"} 
+2021-09-15 15:53:14 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":1416} 
+2021-09-15 15:53:14 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":50,"inputBytes":475526,"outputBytes":404283} 
+2021-09-15 15:53:14 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":1424} 
+2021-09-15 15:53:14 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":50,"inputBytes":475534,"outputBytes":404287} 
+2021-09-15 15:53:14 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":1491} 
+2021-09-15 15:53:14 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":50,"inputBytes":475601,"outputBytes":404359} 
+2021-09-15 15:53:14 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1063,"outputBytes":1631} 
+2021-09-15 15:53:14 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":3088,"outputBytes":793} 
+2021-09-15 15:53:14 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":50,"inputBytes":474903,"outputBytes":405538} 
+2021-09-15 15:53:14 STATE: Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":3088,"outputBytes":2376809} 
+2021-09-15 15:53:15 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":50,"inputBytes":2850919,"outputBytes":1407008} 
+2021-09-15 15:53:15 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":50,"inputBytes":2850919,"outputBytes":2609475} 
+2021-09-15 15:59:17 INFO:  Watch: {"event":"modify","input":"src/human.ts"} 
+2021-09-15 15:59:17 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":1416} 
+2021-09-15 15:59:17 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":50,"inputBytes":475518,"outputBytes":404138} 
+2021-09-15 15:59:17 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":1424} 
+2021-09-15 15:59:17 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":50,"inputBytes":475526,"outputBytes":404142} 
+2021-09-15 15:59:17 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":1491} 
+2021-09-15 15:59:17 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":50,"inputBytes":475593,"outputBytes":404214} 
+2021-09-15 15:59:17 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1063,"outputBytes":1631} 
+2021-09-15 15:59:17 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":3088,"outputBytes":793} 
+2021-09-15 15:59:17 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":50,"inputBytes":474895,"outputBytes":405393} 
+2021-09-15 15:59:18 STATE: Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":3088,"outputBytes":2376809} 
+2021-09-15 15:59:18 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":50,"inputBytes":2850911,"outputBytes":1406928} 
+2021-09-15 15:59:18 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":50,"inputBytes":2850911,"outputBytes":2609335} 
+2021-09-15 16:01:57 INFO:  Watch: {"event":"modify","input":"src/draw.ts"} 
+2021-09-15 16:01:57 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":1416} 
+2021-09-15 16:01:57 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":50,"inputBytes":475518,"outputBytes":404138} 
+2021-09-15 16:01:57 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":1424} 
+2021-09-15 16:01:57 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":50,"inputBytes":475526,"outputBytes":404142} 
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+2021-09-15 18:56:28 INFO:  Build exiting... 
+2021-09-15 18:56:33 INFO:  @vladmandic/human version 2.2.0 
+2021-09-15 18:56:33 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 
+2021-09-15 18:56:33 INFO:  Application: {"name":"@vladmandic/human","version":"2.2.0"} 
+2021-09-15 18:56:33 INFO:  Environment: {"profile":"production","config":"build.json","tsconfig":true,"eslintrc":true,"git":true} 
+2021-09-15 18:56:33 INFO:  Toolchain: {"build":"0.4.1","esbuild":"0.12.28","typescript":"4.4.3","typedoc":"0.21.9","eslint":"7.32.0"} 
+2021-09-15 18:56:33 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
+2021-09-15 18:56:33 STATE: Clean: {"locations":["dist/*","types/*","typedoc/*"]} 
+2021-09-15 18:56:33 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":1416} 
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+2021-09-15 18:56:33 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":50,"inputBytes":475605,"outputBytes":405887} 
+2021-09-15 18:56:33 STATE: Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":3088,"outputBytes":2376809} 
+2021-09-15 18:56:34 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":50,"inputBytes":2851621,"outputBytes":1407073} 
+2021-09-15 18:56:34 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":50,"inputBytes":2851621,"outputBytes":2609826} 
+2021-09-15 18:56:50 STATE: Typings: {"input":"src/human.ts","output":"types","files":94} 
+2021-09-15 18:56:55 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":29,"index":true} 
+2021-09-15 18:57:22 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":83,"errors":0,"warnings":0} 
+2021-09-15 18:57:23 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
+2021-09-15 18:57:23 INFO:  Done... 

test/test-node-wasm.js

@@ -40,4 +40,3 @@ async function main() {
 }
 
 main();
-// @ts-ignore // in nodejs+wasm must set explicitly before using human

test/test.log

@@ -1,291 +1,291 @@
-2021-09-13 13:23:01 INFO:  @vladmandic/human version 2.2.0 
+2021-09-15 18:57:26 INFO:  @vladmandic/human version 2.2.0 
-2021-09-13 13:23:01 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 
+2021-09-15 18:57:26 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 
-2021-09-13 13:23:01 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
+2021-09-15 18:57:26 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
-2021-09-13 13:23:01 INFO:  
+2021-09-15 18:57:26 INFO:  
-2021-09-13 13:23:01 INFO:  test-node.js start 
+2021-09-15 18:57:26 INFO:  test-node.js start 
-2021-09-13 13:23:01 STATE: test-node.js passed: create human 
+2021-09-15 18:57:27 STATE: test-node.js passed: create human 
-2021-09-13 13:23:01 INFO:  test-node.js human version: 2.2.0 
+2021-09-15 18:57:27 INFO:  test-node.js human version: 2.2.0 
-2021-09-13 13:23:01 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.5.0 
+2021-09-15 18:57:27 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.5.0 
-2021-09-13 13:23:01 INFO:  test-node.js tfjs version: 3.9.0 
+2021-09-15 18:57:27 INFO:  test-node.js tfjs version: 3.9.0 
-2021-09-13 13:23:01 STATE: test-node.js passed: set backend: tensorflow 
+2021-09-15 18:57:27 STATE: test-node.js passed: set backend: tensorflow 
-2021-09-13 13:23:01 STATE: test-node.js tensors 573 
+2021-09-15 18:57:27 STATE: test-node.js tensors 573 
-2021-09-13 13:23:01 STATE: test-node.js passed: load models 
+2021-09-15 18:57:27 STATE: test-node.js passed: load models 
-2021-09-13 13:23:01 STATE: test-node.js  result: defined models: 14 loaded models: 3 
+2021-09-15 18:57:27 STATE: test-node.js  result: defined models: 14 loaded models: 3 
-2021-09-13 13:23:01 STATE: test-node.js passed: warmup: none default 
+2021-09-15 18:57:27 STATE: test-node.js passed: warmup: none default 
-2021-09-13 13:23:01 STATE: test-node.js event: image 
+2021-09-15 18:57:28 STATE: test-node.js event: image 
-2021-09-13 13:23:02 STATE: test-node.js event: detect 
+2021-09-15 18:57:28 STATE: test-node.js event: detect 
-2021-09-13 13:23:02 STATE: test-node.js event: warmup 
+2021-09-15 18:57:28 STATE: test-node.js event: warmup 
-2021-09-13 13:23:02 STATE: test-node.js passed: warmup: face default 
+2021-09-15 18:57:28 STATE: test-node.js passed: warmup: face default 
-2021-09-13 13:23:02 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":23.6,"gender":"female"} {} {} 
+2021-09-15 18:57:28 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":23.6,"gender":"female"} {} {} 
-2021-09-13 13:23:02 DATA:  test-node.js  result: performance: load: 126 total: 447 
+2021-09-15 18:57:28 DATA:  test-node.js  result: performance: load: 129 total: 530 
-2021-09-13 13:23:02 STATE: test-node.js event: image 
+2021-09-15 18:57:28 STATE: test-node.js event: image 
-2021-09-13 13:23:02 STATE: test-node.js event: detect 
+2021-09-15 18:57:28 STATE: test-node.js event: detect 
-2021-09-13 13:23:02 STATE: test-node.js event: warmup 
+2021-09-15 18:57:28 STATE: test-node.js event: warmup 
-2021-09-13 13:23:02 STATE: test-node.js passed: warmup: body default 
+2021-09-15 18:57:28 STATE: test-node.js passed: warmup: body default 
-2021-09-13 13:23:02 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
+2021-09-15 18:57:28 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
-2021-09-13 13:23:02 DATA:  test-node.js  result: performance: load: 126 total: 367 
+2021-09-15 18:57:28 DATA:  test-node.js  result: performance: load: 129 total: 327 
-2021-09-13 13:23:02 INFO:  test-node.js test default 
+2021-09-15 18:57:28 INFO:  test-node.js test default 
-2021-09-13 13:23:03 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:57:29 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:03 STATE: test-node.js event: image 
+2021-09-15 18:57:29 STATE: test-node.js event: image 
-2021-09-13 13:23:03 STATE: test-node.js event: detect 
+2021-09-15 18:57:29 STATE: test-node.js event: detect 
-2021-09-13 13:23:03 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-09-15 18:57:29 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
-2021-09-13 13:23:03 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
+2021-09-15 18:57:30 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
-2021-09-13 13:23:03 DATA:  test-node.js  result: performance: load: 126 total: 287 
+2021-09-15 18:57:30 DATA:  test-node.js  result: performance: load: 129 total: 264 
-2021-09-13 13:23:03 INFO:  test-node.js test body variants 
+2021-09-15 18:57:30 INFO:  test-node.js test body variants 
-2021-09-13 13:23:04 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:57:30 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:04 STATE: test-node.js event: image 
+2021-09-15 18:57:30 STATE: test-node.js event: image 
-2021-09-13 13:23:04 STATE: test-node.js event: detect 
+2021-09-15 18:57:30 STATE: test-node.js event: detect 
-2021-09-13 13:23:04 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 
+2021-09-15 18:57:30 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 
-2021-09-13 13:23:04 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
+2021-09-15 18:57:30 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
-2021-09-13 13:23:04 DATA:  test-node.js  result: performance: load: 126 total: 188 
+2021-09-15 18:57:30 DATA:  test-node.js  result: performance: load: 129 total: 174 
-2021-09-13 13:23:05 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:57:31 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:05 STATE: test-node.js event: image 
+2021-09-15 18:57:31 STATE: test-node.js event: image 
-2021-09-13 13:23:05 STATE: test-node.js event: detect 
+2021-09-15 18:57:31 STATE: test-node.js event: detect 
-2021-09-13 13:23:05 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 
+2021-09-15 18:57:31 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 
-2021-09-13 13:23:05 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
+2021-09-15 18:57:31 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
-2021-09-13 13:23:05 DATA:  test-node.js  result: performance: load: 126 total: 149 
+2021-09-15 18:57:31 DATA:  test-node.js  result: performance: load: 129 total: 140 
-2021-09-13 13:23:05 STATE: test-node.js event: image 
+2021-09-15 18:57:32 STATE: test-node.js event: image 
-2021-09-13 13:23:05 STATE: test-node.js event: detect 
+2021-09-15 18:57:32 STATE: test-node.js event: detect 
-2021-09-13 13:23:05 STATE: test-node.js passed: detect: random default 
+2021-09-15 18:57:32 STATE: test-node.js passed: detect: random default 
-2021-09-13 13:23:05 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
+2021-09-15 18:57:32 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2021-09-13 13:23:05 DATA:  test-node.js  result: performance: load: 126 total: 79 
+2021-09-15 18:57:32 DATA:  test-node.js  result: performance: load: 129 total: 79 
-2021-09-13 13:23:05 INFO:  test-node.js test: first instance 
+2021-09-15 18:57:32 INFO:  test-node.js test: first instance 
-2021-09-13 13:23:06 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:57:32 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-09-13 13:23:06 STATE: test-node.js event: image 
+2021-09-15 18:57:32 STATE: test-node.js event: image 
-2021-09-13 13:23:06 STATE: test-node.js event: detect 
+2021-09-15 18:57:32 STATE: test-node.js event: detect 
-2021-09-13 13:23:06 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-09-15 18:57:32 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
-2021-09-13 13:23:06 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
+2021-09-15 18:57:32 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
-2021-09-13 13:23:06 DATA:  test-node.js  result: performance: load: 126 total: 348 
+2021-09-15 18:57:32 DATA:  test-node.js  result: performance: load: 129 total: 343 
-2021-09-13 13:23:06 INFO:  test-node.js test: second instance 
+2021-09-15 18:57:32 INFO:  test-node.js test: second instance 
-2021-09-13 13:23:06 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:57:33 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-09-13 13:23:07 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-09-15 18:57:33 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
-2021-09-13 13:23:07 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {"score":0.69,"keypoints":10} 
+2021-09-15 18:57:33 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {"score":0.69,"keypoints":10} 
-2021-09-13 13:23:07 DATA:  test-node.js  result: performance: load: 50 total: 292 
+2021-09-15 18:57:33 DATA:  test-node.js  result: performance: load: 62 total: 297 
-2021-09-13 13:23:07 INFO:  test-node.js test: concurrent 
+2021-09-15 18:57:33 INFO:  test-node.js test: concurrent 
-2021-09-13 13:23:07 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-09-15 18:57:33 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-09-13 13:23:07 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-09-15 18:57:33 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-09-13 13:23:08 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:57:34 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:08 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:57:35 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:09 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:57:35 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-09-13 13:23:09 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:57:35 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-09-13 13:23:09 STATE: test-node.js event: image 
+2021-09-15 18:57:35 STATE: test-node.js event: image 
-2021-09-13 13:23:09 STATE: test-node.js event: image 
+2021-09-15 18:57:35 STATE: test-node.js event: image 
-2021-09-13 13:23:09 STATE: test-node.js event: image 
+2021-09-15 18:57:35 STATE: test-node.js event: image 
-2021-09-13 13:23:10 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-09-15 18:57:36 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
-2021-09-13 13:23:10 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 person: 0 {} {} {"score":0.69,"keypoints":10} 
+2021-09-15 18:57:36 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 person: 0 {} {} {"score":0.69,"keypoints":10} 
-2021-09-13 13:23:10 DATA:  test-node.js  result: performance: load: 50 total: 585 
+2021-09-15 18:57:36 DATA:  test-node.js  result: performance: load: 62 total: 528 
-2021-09-13 13:23:10 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-09-15 18:57:36 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
-2021-09-13 13:23:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {"score":0.69,"keypoints":10} 
+2021-09-15 18:57:36 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {"score":0.69,"keypoints":10} 
-2021-09-13 13:23:10 DATA:  test-node.js  result: performance: load: 50 total: 668 
+2021-09-15 18:57:36 DATA:  test-node.js  result: performance: load: 62 total: 609 
-2021-09-13 13:23:10 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
+2021-09-15 18:57:36 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
-2021-09-13 13:23:10 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 5 object: 0 person: 1 {"score":0.42,"age":29.5,"gender":"female"} {} {"score":0.47,"keypoints":4} 
+2021-09-15 18:57:36 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 5 object: 0 person: 1 {"score":0.42,"age":29.5,"gender":"female"} {} {"score":0.47,"keypoints":4} 
-2021-09-13 13:23:10 DATA:  test-node.js  result: performance: load: 50 total: 779 
+2021-09-15 18:57:36 DATA:  test-node.js  result: performance: load: 62 total: 720 
-2021-09-13 13:23:10 STATE: test-node.js event: detect 
+2021-09-15 18:57:36 STATE: test-node.js event: detect 
-2021-09-13 13:23:10 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-09-15 18:57:36 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
-2021-09-13 13:23:10 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
+2021-09-15 18:57:36 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2021-09-13 13:23:10 DATA:  test-node.js  result: performance: load: 126 total: 1111 
+2021-09-15 18:57:36 DATA:  test-node.js  result: performance: load: 129 total: 1067 
-2021-09-13 13:23:10 STATE: test-node.js event: detect 
+2021-09-15 18:57:36 STATE: test-node.js event: detect 
-2021-09-13 13:23:10 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-09-15 18:57:36 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
-2021-09-13 13:23:10 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
+2021-09-15 18:57:36 DATA:  test-node.js  result: face: 1 body: 0 hand: 0 gesture: 2 object: 0 person: 1 {"score":1,"age":29.5,"gender":"female"} {} {} 
-2021-09-13 13:23:10 DATA:  test-node.js  result: performance: load: 126 total: 1335 
+2021-09-15 18:57:36 DATA:  test-node.js  result: performance: load: 129 total: 1292 
-2021-09-13 13:23:10 STATE: test-node.js event: detect 
+2021-09-15 18:57:37 STATE: test-node.js event: detect 
-2021-09-13 13:23:10 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
+2021-09-15 18:57:37 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
-2021-09-13 13:23:10 DATA:  test-node.js  result: face: 2 body: 0 hand: 0 gesture: 9 object: 0 person: 2 {"score":1,"age":23.6,"gender":"female"} {} {} 
+2021-09-15 18:57:37 DATA:  test-node.js  result: face: 2 body: 0 hand: 0 gesture: 9 object: 0 person: 2 {"score":1,"age":23.6,"gender":"female"} {} {} 
-2021-09-13 13:23:10 DATA:  test-node.js  result: performance: load: 126 total: 1416 
+2021-09-15 18:57:37 DATA:  test-node.js  result: performance: load: 129 total: 1371 
-2021-09-13 13:23:10 STATE: test-node.js passeed: no memory leak 
+2021-09-15 18:57:37 STATE: test-node.js passeed: no memory leak 
-2021-09-13 13:23:10 INFO:  test-node.js events: {"image":10,"detect":10,"warmup":2} 
+2021-09-15 18:57:37 INFO:  test-node.js events: {"image":10,"detect":10,"warmup":2} 
-2021-09-13 13:23:10 INFO:  test-node.js test complete: 9089 ms 
+2021-09-15 18:57:37 INFO:  test-node.js test complete: 9143 ms 
-2021-09-13 13:23:10 INFO:  
+2021-09-15 18:57:37 INFO:  
-2021-09-13 13:23:10 INFO:  test-node-gpu.js start 
+2021-09-15 18:57:37 INFO:  test-node-gpu.js start 
-2021-09-13 13:23:11 WARN:  test-node-gpu.js stderr: 2021-09-13 13:23:11.218646: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 
+2021-09-15 18:57:37 WARN:  test-node-gpu.js stderr: 2021-09-15 18:57:37.843949: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 
-2021-09-13 13:23:11 WARN:  test-node-gpu.js stderr: 2021-09-13 13:23:11.265489: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 
+2021-09-15 18:57:37 WARN:  test-node-gpu.js stderr: 2021-09-15 18:57:37.996363: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 
-2021-09-13 13:23:11 WARN:  test-node-gpu.js stderr: 2021-09-13 13:23:11.265541: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 
+2021-09-15 18:57:37 WARN:  test-node-gpu.js stderr: 2021-09-15 18:57:37.996421: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 
-2021-09-13 13:23:11 STATE: test-node-gpu.js passed: create human 
+2021-09-15 18:57:38 STATE: test-node-gpu.js passed: create human 
-2021-09-13 13:23:11 INFO:  test-node-gpu.js human version: 2.2.0 
+2021-09-15 18:57:38 INFO:  test-node-gpu.js human version: 2.2.0 
-2021-09-13 13:23:11 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.5.0 
+2021-09-15 18:57:38 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.5.0 
-2021-09-13 13:23:11 INFO:  test-node-gpu.js tfjs version: 3.9.0 
+2021-09-15 18:57:38 INFO:  test-node-gpu.js tfjs version: 3.9.0 
-2021-09-13 13:23:11 STATE: test-node-gpu.js passed: set backend: tensorflow 
+2021-09-15 18:57:38 STATE: test-node-gpu.js passed: set backend: tensorflow 
-2021-09-13 13:23:11 STATE: test-node-gpu.js tensors 1456 
+2021-09-15 18:57:38 STATE: test-node-gpu.js tensors 1456 
-2021-09-13 13:23:11 STATE: test-node-gpu.js passed: load models 
+2021-09-15 18:57:38 STATE: test-node-gpu.js passed: load models 
-2021-09-13 13:23:11 STATE: test-node-gpu.js  result: defined models: 14 loaded models: 7 
+2021-09-15 18:57:38 STATE: test-node-gpu.js  result: defined models: 14 loaded models: 7 
-2021-09-13 13:23:11 STATE: test-node-gpu.js passed: warmup: none default 
+2021-09-15 18:57:38 STATE: test-node-gpu.js passed: warmup: none default 
-2021-09-13 13:23:11 STATE: test-node-gpu.js event: image 
+2021-09-15 18:57:38 STATE: test-node-gpu.js event: image 
-2021-09-13 13:23:12 STATE: test-node-gpu.js event: detect 
+2021-09-15 18:57:39 STATE: test-node-gpu.js event: detect 
-2021-09-13 13:23:12 STATE: test-node-gpu.js event: warmup 
+2021-09-15 18:57:39 STATE: test-node-gpu.js event: warmup 
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-2021-09-13 13:23:12 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
+2021-09-15 18:57:39 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2021-09-13 13:23:12 DATA:  test-node-gpu.js  result: performance: load: 285 total: 1003 
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-2021-09-13 13:23:13 STATE: test-node-gpu.js passed: warmup: body default 
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-2021-09-13 13:23:13 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-09-15 18:57:40 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:13 DATA:  test-node-gpu.js  result: performance: load: 285 total: 1026 
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-2021-09-13 13:23:13 INFO:  test-node-gpu.js test default 
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-2021-09-13 13:23:14 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
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-2021-09-13 13:23:15 STATE: test-node-gpu.js event: detect 
+2021-09-15 18:57:42 STATE: test-node-gpu.js event: detect 
-2021-09-13 13:23:15 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
+2021-09-15 18:57:42 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
-2021-09-13 13:23:15 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-09-15 18:57:42 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:15 DATA:  test-node-gpu.js  result: performance: load: 285 total: 578 
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-2021-09-13 13:23:15 INFO:  test-node-gpu.js test body variants 
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-2021-09-13 13:23:15 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
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-2021-09-13 13:23:16 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 
+2021-09-15 18:57:43 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 
-2021-09-13 13:23:16 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
+2021-09-15 18:57:43 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
-2021-09-13 13:23:16 DATA:  test-node-gpu.js  result: performance: load: 285 total: 256 
+2021-09-15 18:57:43 DATA:  test-node-gpu.js  result: performance: load: 304 total: 295 
-2021-09-13 13:23:17 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:57:44 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:17 STATE: test-node-gpu.js event: image 
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-2021-09-13 13:23:17 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet 
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-2021-09-13 13:23:17 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-09-15 18:57:44 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:17 DATA:  test-node-gpu.js  result: performance: load: 285 total: 188 
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-2021-09-13 13:23:18 STATE: test-node-gpu.js passed: detect: random default 
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-2021-09-13 13:23:18 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
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-2021-09-13 13:23:18 DATA:  test-node-gpu.js  result: performance: load: 285 total: 601 
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-2021-09-13 13:23:18 INFO:  test-node-gpu.js test: first instance 
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-2021-09-13 13:23:18 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
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-2021-09-13 13:23:19 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
+2021-09-15 18:57:44 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.69,"keypoints":10} 
-2021-09-13 13:23:19 DATA:  test-node-gpu.js  result: performance: load: 285 total: 882 
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-2021-09-13 13:23:19 INFO:  test-node-gpu.js test: second instance 
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-2021-09-13 13:23:19 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:57:45 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
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-2021-09-13 13:23:19 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
+2021-09-15 18:57:45 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.69,"keypoints":10} 
-2021-09-13 13:23:19 DATA:  test-node-gpu.js  result: performance: load: 5 total: 364 
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-2021-09-13 13:23:19 INFO:  test-node-gpu.js test: concurrent 
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-2021-09-13 13:23:19 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
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-2021-09-13 13:23:19 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-09-15 18:57:45 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-09-13 13:23:20 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:57:46 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:21 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
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-2021-09-13 13:23:22 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
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-2021-09-13 13:23:22 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
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-2021-09-13 13:23:24 DATA:  test-node-gpu.js  result: performance: load: 5 total: 1886 
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-2021-09-13 13:23:24 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
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-2021-09-13 13:23:24 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 person: 1 {"score":0.42,"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
+2021-09-15 18:57:49 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 person: 1 {"score":0.42,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.69,"keypoints":10} 
-2021-09-13 13:23:24 DATA:  test-node-gpu.js  result: performance: load: 5 total: 1893 
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-2021-09-13 13:23:24 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":10} 
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-2021-09-13 13:23:24 DATA:  test-node-gpu.js  result: performance: load: 285 total: 2630 
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-2021-09-13 13:23:25 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
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-2021-09-13 13:23:25 DATA:  test-node-gpu.js  result: performance: load: 285 total: 2849 
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-2021-09-13 13:23:25 DATA:  test-node-gpu.js  result: face: 2 body: 1 hand: 0 gesture: 10 object: 1 person: 2 {"score":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":10} 
+2021-09-15 18:57:50 DATA:  test-node-gpu.js  result: face: 2 body: 1 hand: 0 gesture: 10 object: 1 person: 2 {"score":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":10} 
-2021-09-13 13:23:25 DATA:  test-node-gpu.js  result: performance: load: 285 total: 2930 
+2021-09-15 18:57:50 DATA:  test-node-gpu.js  result: performance: load: 304 total: 2831 
-2021-09-13 13:23:25 STATE: test-node-gpu.js passeed: no memory leak 
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-2021-09-13 13:23:25 INFO:  test-node-gpu.js events: {"image":10,"detect":10,"warmup":2} 
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-2021-09-13 13:23:25 INFO:  test-node-gpu.js test complete: 13900 ms 
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-2021-09-13 13:23:25 INFO:  
+2021-09-15 18:57:50 INFO:  
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-2021-09-13 13:23:25 STATE: test-node-wasm.js passed: model server: https://vladmandic.github.io/human/models/ 
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-2021-09-13 13:23:27 STATE: test-node-wasm.js tensors 1189 
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-2021-09-13 13:23:28 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":23.6,"gender":"female"} {} {"score":0.47,"keypoints":4} 
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-2021-09-13 13:23:28 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 1112 
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+2021-09-15 18:58:00 STATE: test-node-wasm.js passed: warmup: body default 
-2021-09-13 13:23:32 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:32 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 2773 
+2021-09-15 18:58:00 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 2636 
-2021-09-13 13:23:32 INFO:  test-node-wasm.js test default 
+2021-09-15 18:58:00 INFO:  test-node-wasm.js test default 
-2021-09-13 13:23:34 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:58:01 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:36 STATE: test-node-wasm.js event: image 
+2021-09-15 18:58:03 STATE: test-node-wasm.js event: image 
-2021-09-13 13:23:36 STATE: test-node-wasm.js event: detect 
+2021-09-15 18:58:04 STATE: test-node-wasm.js event: detect 
-2021-09-13 13:23:36 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
+2021-09-15 18:58:04 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
-2021-09-13 13:23:36 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:04 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:36 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 2276 
+2021-09-15 18:58:04 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 2261 
-2021-09-13 13:23:36 INFO:  test-node-wasm.js test body variants 
+2021-09-15 18:58:04 INFO:  test-node-wasm.js test body variants 
-2021-09-13 13:23:38 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:58:06 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:40 STATE: test-node-wasm.js event: image 
+2021-09-15 18:58:08 STATE: test-node-wasm.js event: image 
-2021-09-13 13:23:40 STATE: test-node-wasm.js event: detect 
+2021-09-15 18:58:08 STATE: test-node-wasm.js event: detect 
-2021-09-13 13:23:40 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg posenet 
+2021-09-15 18:58:08 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg posenet 
-2021-09-13 13:23:40 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.96,"keypoints":16} 
+2021-09-15 18:58:08 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.96,"keypoints":16} 
-2021-09-13 13:23:40 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 1821 
+2021-09-15 18:58:08 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 1917 
-2021-09-13 13:23:41 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:58:09 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:43 STATE: test-node-wasm.js event: image 
+2021-09-15 18:58:11 STATE: test-node-wasm.js event: image 
-2021-09-13 13:23:43 STATE: test-node-wasm.js event: detect 
+2021-09-15 18:58:11 STATE: test-node-wasm.js event: detect 
-2021-09-13 13:23:43 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg movenet 
+2021-09-15 18:58:11 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg movenet 
-2021-09-13 13:23:43 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:11 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:43 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 1806 
+2021-09-15 18:58:11 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 1921 
-2021-09-13 13:23:45 STATE: test-node-wasm.js event: image 
+2021-09-15 18:58:13 STATE: test-node-wasm.js event: image 
-2021-09-13 13:23:45 STATE: test-node-wasm.js event: detect 
+2021-09-15 18:58:13 STATE: test-node-wasm.js event: detect 
-2021-09-13 13:23:45 STATE: test-node-wasm.js passed: detect: random default 
+2021-09-15 18:58:13 STATE: test-node-wasm.js passed: detect: random default 
-2021-09-13 13:23:45 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:13 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:45 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 1659 
+2021-09-15 18:58:13 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 1755 
-2021-09-13 13:23:45 INFO:  test-node-wasm.js test: first instance 
+2021-09-15 18:58:13 INFO:  test-node-wasm.js test: first instance 
-2021-09-13 13:23:46 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:58:14 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-09-13 13:23:47 STATE: test-node-wasm.js event: image 
+2021-09-15 18:58:15 STATE: test-node-wasm.js event: image 
-2021-09-13 13:23:47 STATE: test-node-wasm.js event: detect 
+2021-09-15 18:58:16 STATE: test-node-wasm.js event: detect 
-2021-09-13 13:23:47 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
+2021-09-15 18:58:16 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
-2021-09-13 13:23:47 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:16 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:47 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 1751 
+2021-09-15 18:58:16 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 1781 
-2021-09-13 13:23:47 INFO:  test-node-wasm.js test: second instance 
+2021-09-15 18:58:16 INFO:  test-node-wasm.js test: second instance 
-2021-09-13 13:23:48 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:58:16 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-09-13 13:23:50 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
+2021-09-15 18:58:18 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
-2021-09-13 13:23:50 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:18 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:23:50 DATA:  test-node-wasm.js  result: performance: load: 5 total: 2299 
+2021-09-15 18:58:18 DATA:  test-node-wasm.js  result: performance: load: 8 total: 2331 
-2021-09-13 13:23:50 INFO:  test-node-wasm.js test: concurrent 
+2021-09-15 18:58:18 INFO:  test-node-wasm.js test: concurrent 
-2021-09-13 13:23:50 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-09-15 18:58:19 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-09-13 13:23:50 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-09-15 18:58:19 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-09-13 13:23:52 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:58:20 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:53 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-09-15 18:58:22 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-09-13 13:23:54 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:58:22 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-09-13 13:23:55 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-09-15 18:58:23 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-09-13 13:23:56 STATE: test-node-wasm.js event: image 
+2021-09-15 18:58:25 STATE: test-node-wasm.js event: image 
-2021-09-13 13:24:00 STATE: test-node-wasm.js event: image 
+2021-09-15 18:58:28 STATE: test-node-wasm.js event: image 
-2021-09-13 13:24:03 STATE: test-node-wasm.js event: image 
+2021-09-15 18:58:31 STATE: test-node-wasm.js event: image 
-2021-09-13 13:24:05 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
+2021-09-15 18:58:33 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: performance: load: 5 total: 10293 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: performance: load: 8 total: 10469 
-2021-09-13 13:24:05 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
+2021-09-15 18:58:33 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: performance: load: 5 total: 10293 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: performance: load: 8 total: 10469 
-2021-09-13 13:24:05 STATE: test-node-wasm.js event: detect 
+2021-09-15 18:58:33 STATE: test-node-wasm.js event: detect 
-2021-09-13 13:24:05 STATE: test-node-wasm.js event: detect 
+2021-09-15 18:58:33 STATE: test-node-wasm.js event: detect 
-2021-09-13 13:24:05 STATE: test-node-wasm.js event: detect 
+2021-09-15 18:58:33 STATE: test-node-wasm.js event: detect 
-2021-09-13 13:24:05 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
+2021-09-15 18:58:33 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 10296 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 10471 
-2021-09-13 13:24:05 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
+2021-09-15 18:58:33 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 10296 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 10471 
-2021-09-13 13:24:05 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
+2021-09-15 18:58:33 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: performance: load: 1483 total: 10296 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: performance: load: 2980 total: 10471 
-2021-09-13 13:24:05 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
+2021-09-15 18:58:33 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2021-09-13 13:24:05 DATA:  test-node-wasm.js  result: performance: load: 5 total: 10297 
+2021-09-15 18:58:33 DATA:  test-node-wasm.js  result: performance: load: 8 total: 10471 
-2021-09-13 13:24:05 STATE: test-node-wasm.js passeed: no memory leak 
+2021-09-15 18:58:33 STATE: test-node-wasm.js passeed: no memory leak 
-2021-09-13 13:24:05 INFO:  test-node-wasm.js events: {"image":10,"detect":10,"warmup":2} 
+2021-09-15 18:58:33 INFO:  test-node-wasm.js events: {"image":10,"detect":10,"warmup":2} 
-2021-09-13 13:24:05 INFO:  test-node-wasm.js test complete: 39567 ms 
+2021-09-15 18:58:33 INFO:  test-node-wasm.js test complete: 42154 ms 
-2021-09-13 13:24:05 INFO:  
+2021-09-15 18:58:33 INFO:  
-2021-09-13 13:24:05 INFO:  status: {"passed":88,"failed":0} 
+2021-09-15 18:58:33 INFO:  status: {"passed":88,"failed":0} 

typedoc/index.html

@@ -132,7 +132,7 @@
 					<div class="tsd-signature tsd-kind-icon">Error<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L55">human.ts:55</a></li>
+							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L56">human.ts:56</a></li>
 						</ul>
 					</aside>
 					<div class="tsd-comment tsd-typography">
@@ -155,7 +155,7 @@
 					<div class="tsd-signature tsd-kind-icon">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></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L50">human.ts:50</a></li>
+							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L51">human.ts:51</a></li>
 						</ul>
 					</aside>
 					<div class="tsd-comment tsd-typography">
@@ -189,10 +189,10 @@
 				<section class="tsd-panel tsd-member tsd-kind-type-alias">
 					<a name="Input" class="tsd-anchor"></a>
 					<h3>Input</h3>
-					<div class="tsd-signature tsd-kind-icon">Input<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">ImageData</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">ImageBitmap</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLImageElement</span><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><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><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">typeof </span><span class="tsd-signature-type">Image</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">typeof </span><span class="tsd-signature-type">env.env.Canvas</span></div>
+					<div class="tsd-signature tsd-kind-icon">Input<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">ImageData</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">ImageBitmap</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLImageElement</span><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><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>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L41">human.ts:41</a></li>
+							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L42">human.ts:42</a></li>
 						</ul>
 					</aside>
 					<div class="tsd-comment tsd-typography">
@@ -207,7 +207,7 @@
 					<div class="tsd-signature tsd-kind-icon">Tensor<wbr>Flow<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">typeof </span><span class="tsd-signature-type">tf</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L60">human.ts:60</a></li>
+							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L61">human.ts:61</a></li>
 						</ul>
 					</aside>
 					<div class="tsd-comment tsd-typography">

typedoc/interfaces/DrawOptions.html

@@ -132,7 +132,7 @@
 					<div class="tsd-signature tsd-kind-icon">buffered<wbr>Output<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L46">draw/draw.ts:46</a></li>
+							<li>Defined in draw.ts:46</li>
 						</ul>
 					</aside>
 				</section>
@@ -142,7 +142,7 @@
 					<div class="tsd-signature tsd-kind-icon">color<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L30">draw/draw.ts:30</a></li>
+							<li>Defined in draw.ts:30</li>
 						</ul>
 					</aside>
 				</section>
@@ -152,7 +152,7 @@
 					<div class="tsd-signature tsd-kind-icon">draw<wbr>Boxes<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L40">draw/draw.ts:40</a></li>
+							<li>Defined in draw.ts:40</li>
 						</ul>
 					</aside>
 				</section>
@@ -162,7 +162,7 @@
 					<div class="tsd-signature tsd-kind-icon">draw<wbr>Gaze<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L42">draw/draw.ts:42</a></li>
+							<li>Defined in draw.ts:42</li>
 						</ul>
 					</aside>
 				</section>
@@ -172,7 +172,7 @@
 					<div class="tsd-signature tsd-kind-icon">draw<wbr>Labels<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L39">draw/draw.ts:39</a></li>
+							<li>Defined in draw.ts:39</li>
 						</ul>
 					</aside>
 				</section>
@@ -182,7 +182,7 @@
 					<div class="tsd-signature tsd-kind-icon">draw<wbr>Points<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L38">draw/draw.ts:38</a></li>
+							<li>Defined in draw.ts:38</li>
 						</ul>
 					</aside>
 				</section>
@@ -192,7 +192,7 @@
 					<div class="tsd-signature tsd-kind-icon">draw<wbr>Polygons<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L41">draw/draw.ts:41</a></li>
+							<li>Defined in draw.ts:41</li>
 						</ul>
 					</aside>
 				</section>
@@ -202,7 +202,7 @@
 					<div class="tsd-signature tsd-kind-icon">fill<wbr>Polygons<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L43">draw/draw.ts:43</a></li>
+							<li>Defined in draw.ts:43</li>
 						</ul>
 					</aside>
 				</section>
@@ -212,7 +212,7 @@
 					<div class="tsd-signature tsd-kind-icon">font<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L33">draw/draw.ts:33</a></li>
+							<li>Defined in draw.ts:33</li>
 						</ul>
 					</aside>
 				</section>
@@ -222,7 +222,7 @@
 					<div class="tsd-signature tsd-kind-icon">label<wbr>Color<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L31">draw/draw.ts:31</a></li>
+							<li>Defined in draw.ts:31</li>
 						</ul>
 					</aside>
 				</section>
@@ -232,7 +232,7 @@
 					<div class="tsd-signature tsd-kind-icon">line<wbr>Height<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L34">draw/draw.ts:34</a></li>
+							<li>Defined in draw.ts:34</li>
 						</ul>
 					</aside>
 				</section>
@@ -242,7 +242,7 @@
 					<div class="tsd-signature tsd-kind-icon">line<wbr>Width<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L35">draw/draw.ts:35</a></li>
+							<li>Defined in draw.ts:35</li>
 						</ul>
 					</aside>
 				</section>
@@ -252,7 +252,7 @@
 					<div class="tsd-signature tsd-kind-icon">point<wbr>Size<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L36">draw/draw.ts:36</a></li>
+							<li>Defined in draw.ts:36</li>
 						</ul>
 					</aside>
 				</section>
@@ -262,7 +262,7 @@
 					<div class="tsd-signature tsd-kind-icon">round<wbr>Rect<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L37">draw/draw.ts:37</a></li>
+							<li>Defined in draw.ts:37</li>
 						</ul>
 					</aside>
 				</section>
@@ -272,7 +272,7 @@
 					<div class="tsd-signature tsd-kind-icon">shadow<wbr>Color<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L32">draw/draw.ts:32</a></li>
+							<li>Defined in draw.ts:32</li>
 						</ul>
 					</aside>
 				</section>
@@ -282,7 +282,7 @@
 					<div class="tsd-signature tsd-kind-icon">use<wbr>Curves<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L45">draw/draw.ts:45</a></li>
+							<li>Defined in draw.ts:45</li>
 						</ul>
 					</aside>
 				</section>
@@ -292,7 +292,7 @@
 					<div class="tsd-signature tsd-kind-icon">use<wbr>Depth<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
 					<aside class="tsd-sources">
 						<ul>
-							<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/draw/draw.ts#L44">draw/draw.ts:44</a></li>
+							<li>Defined in draw.ts:44</li>
 						</ul>
 					</aside>
 				</section>

types/src/draw.d.ts

@@ -1,7 +1,7 @@
 /**
  * Module that implements helper draw functions, exposed as human.draw
  */
-import type { Result, FaceResult, BodyResult, HandResult, ObjectResult, GestureResult, PersonResult } from '../result';
+import type { Result, FaceResult, BodyResult, HandResult, ObjectResult, GestureResult, PersonResult } from './result';
 /**
  * Draw Options
  * Accessed via `human.draw.options` or provided per each draw method as the drawOptions optional parameter
@@ -42,12 +42,12 @@ export interface DrawOptions {
     bufferedOutput: boolean;
 }
 export declare const options: DrawOptions;
-export declare function gesture(inCanvas: HTMLCanvasElement, result: Array<GestureResult>, drawOptions?: DrawOptions): Promise<void>;
+export declare function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function face(inCanvas: HTMLCanvasElement, result: Array<FaceResult>, drawOptions?: DrawOptions): Promise<void>;
+export declare function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<FaceResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function body(inCanvas: HTMLCanvasElement, result: Array<BodyResult>, drawOptions?: DrawOptions): Promise<void>;
+export declare function body(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<BodyResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function hand(inCanvas: HTMLCanvasElement, result: Array<HandResult>, drawOptions?: DrawOptions): Promise<void>;
+export declare function hand(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<HandResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function object(inCanvas: HTMLCanvasElement, result: Array<ObjectResult>, drawOptions?: DrawOptions): Promise<void>;
+export declare function object(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<ObjectResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function person(inCanvas: HTMLCanvasElement, result: Array<PersonResult>, drawOptions?: DrawOptions): Promise<void>;
+export declare function person(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<PersonResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function canvas(input: HTMLCanvasElement | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement): Promise<void>;
+export declare function canvas(input: HTMLCanvasElement | OffscreenCanvas | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement): Promise<void>;
-export declare function all(inCanvas: HTMLCanvasElement, result: Result, drawOptions?: DrawOptions): Promise<[void, void, void, void, void] | null>;
+export declare function all(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Result, drawOptions?: Partial<DrawOptions>): Promise<[void, void, void, void, void] | null>;
 //# sourceMappingURL=draw.d.ts.map

types/src/draw.d.ts.map

@@ -0,0 +1 @@
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types/src/draw/draw.d.ts.map

@@ -1 +0,0 @@
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types/src/handpose/handpipeline.d.ts

@@ -29,7 +29,7 @@ export declare class HandPipeline {
     };
     transformRawCoords(rawCoords: any, box2: any, angle: any, rotationMatrix: any): any;
     estimateHands(image: any, config: any): Promise<{
-        landmarks?: number[];
+        landmarks: number[];
         confidence: number;
         box: {
             topLeft: number[];

types/src/handpose/handpipeline.d.ts.map

@@ -1 +1 @@
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+{"version":3,"file":"handpipeline.d.ts","sourceRoot":"","sources":["../../../src/handpose/handpipeline.ts"],"names":[],"mappings":"AAGA,OAAO,KAAK,KAAK,QAAQ,MAAM,gBAAgB,CAAC;AAChD,OAAO,KAAK,EAAU,UAAU,EAAE,MAAM,eAAe,CAAC;AASxD,qBAAa,YAAY;IACvB,YAAY,EAAE,QAAQ,CAAC,YAAY,CAAC;IACpC,aAAa,EAAE,UAAU,CAAC;IAC1B,SAAS,EAAE,MAAM,CAAC;IAClB,WAAW,EAAE,KAAK,CAAC;QAAE,UAAU,EAAE,MAAM,EAAE,CAAC;QAAC,QAAQ,EAAE,MAAM,EAAE,CAAC;QAAC,aAAa,EAAE,MAAM,EAAE,CAAC;QAAC,UAAU,EAAE,MAAM,CAAA;KAAE,GAAG,IAAI,CAAC,CAAC;IACrH,OAAO,EAAE,MAAM,CAAC;IAChB,aAAa,EAAE,MAAM,CAAC;gBAEV,YAAY,KAAA,EAAE,aAAa,KAAA;IAUvC,6BAA6B,CAAC,SAAS,KAAA;;;;IAQvC,sBAAsB,CAAC,aAAa,KAAA,EAAE,cAAc,KAAA;;;;;IAMpD,sBAAsB,CAAC,SAAS,KAAA;;;;;IAUhC,kBAAkB,CAAC,SAAS,KAAA,EAAE,IAAI,KAAA,EAAE,KAAK,KAAA,EAAE,cAAc,KAAA;IA0BnD,aAAa,CAAC,KAAK,KAAA,EAAE,MAAM,KAAA;mBAoBC,MAAM,EAAE;oBAAc,MAAM;aAAO;YAAE,OAAO,EAAE,MAAM,EAAE,CAAC;YAAC,WAAW,EAAE,MAAM,EAAE,CAAA;SAAE;;CAuDlH"}

types/src/handpose/handpose.d.ts.map

@@ -1 +1 @@
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+{"version":3,"file":"handpose.d.ts","sourceRoot":"","sources":["../../../src/handpose/handpose.ts"],"names":[],"mappings":"AAAA;;GAEG;AAOH,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,KAAK,EAAE,MAAM,EAAE,UAAU,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AAexC,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,EAAE,CAAC,CAoDlF;AAED,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,CAAC,UAAU,GAAG,IAAI,EAAE,UAAU,GAAG,IAAI,CAAC,CAAC,CAmB1F"}

types/src/human.d.ts

@@ -5,17 +5,17 @@ import { Config } from './config';
 import type { Result } from './result';
 import * as tf from '../dist/tfjs.esm.js';
 import * as facemesh from './blazeface/facemesh';
-import * as draw from './draw/draw';
 import * as env from './env';
 import type { Tensor, GraphModel } from './tfjs/types';
+import type { DrawOptions } from './draw';
 export * from './config';
 export * from './result';
-export type { DrawOptions } from './draw/draw';
+export type { DrawOptions } from './draw';
 export { env } from './env';
 /** Defines all possible input types for **Human** detection
  * @typedef Input Type
  */
-export declare type Input = Tensor | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas | typeof Image | typeof env.env.Canvas;
+export declare type Input = Tensor | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas;
 /** Events dispatched by `human.events`
  * - `create`: triggered when Human object is instantiated
  * - `load`: triggered when models are loaded (explicitly or on-demand)
@@ -84,13 +84,15 @@ export declare class Human {
      * - all: meta-function that performs: canvas, face, body, hand
      */
     draw: {
-        options: draw.DrawOptions;
+        canvas: any;
-        gesture: typeof draw.gesture;
+        face: any;
-        face: typeof draw.face;
+        body: any;
-        body: typeof draw.body;
+        hand: any;
-        hand: typeof draw.hand;
+        gesture: any;
-        canvas: typeof draw.canvas;
+        object: any;
-        all: typeof draw.all;
+        person: any;
+        all: any;
+        options: DrawOptions;
     };
     /** @internal: Currently loaded models */
     models: {
@@ -139,9 +141,6 @@ export declare class Human {
      * @returns { tensor, canvas }
      */
     image: (input: Input) => {
-        /** Defines all possible input types for **Human** detection
-         * @typedef Input Type
-         */
         tensor: Tensor<import("@tensorflow/tfjs-core").Rank> | null;
         canvas: OffscreenCanvas | HTMLCanvasElement;
     };

types/src/human.d.ts.map

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