refactoring plus jsdoc comments

2021-10-25 13:09:00 -04:00 · 2021-10-25 13:09:00 -04:00 · d99ce58f16
parent 98c5b3fcbc
commit d99ce58f16
70 changed files with 1544 additions and 1292 deletions
--- a/.eslintrc.json
+++ b/.eslintrc.json
@ -39,6 +39,7 @@
    "@typescript-eslint/no-var-requires": "off",
    "@typescript-eslint/triple-slash-reference": "off",
    "@typescript-eslint/no-inferrable-types": "off",
+    "@typescript-eslint/no-empty-interface": ["error", { "allowSingleExtends": true }],
    "camelcase": "off",
    "class-methods-use-this": "off",
    "dot-notation": "off",
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@ -9,7 +9,7 @@
  
 ## Changelog
  
-### **HEAD -> main** 2021/10/23 mandic00@live.com
+### **HEAD -> main** 2021/10/25 mandic00@live.com

 - time based caching
 - turn on minification
--- a/TODO.md
+++ b/TODO.md
@ -53,13 +53,16 @@ Object detection using CenterNet or NanoDet models is not working when using WAS
 ## Pending Release

 - Update to TFJS 3.10.0
+- Update to Node v17 for Dev environment
 - Time based caching
 - Multiple bug fixes
 - Utility class `human.env`
 - Add `skipTime` in addition to `skipFrames`
 - Updated configuration default values
 - Updated TS typings
+- Updated JSDoc comments and **TypeDoc** documentation
 - Enhanced **MoveNet** post-processing
+- Increase `human.similarity` resolution
 - Add optional **Anti-Spoof** module
 - Remove old **HandDetect** and **PoseNet** models from default installation
 - Refactor **ImageFX** module
--- a/demo/index.js
+++ b/demo/index.js
@ -1016,7 +1016,7 @@ async function main() {

  // create instance of human
  human = new Human(userConfig);
-  human.env.perfadd = true;
+  // human.env.perfadd = true;

  log('human version:', human.version);
  // we've merged human defaults with user config and now lets store it back so it can be accessed by methods such as menu
--- a/dist/human.custom.esm.js
+++ b/dist/human.custom.esm.js
--- a/dist/human.custom.esm.js.map
+++ b/dist/human.custom.esm.js.map
--- a/dist/human.esm-nobundle.js
+++ b/dist/human.esm-nobundle.js
@ -10938,8 +10938,7 @@ var options2 = {
  drawGaze: true,
  fillPolygons: false,
  useDepth: true,
-  useCurves: false,
-  bufferedOutput: true
+  useCurves: false
 };
 var getCanvasContext = (input) => {
  if (input && input.getContext)
@ -13046,9 +13045,7 @@ _analyzeMemoryLeaks = new WeakMap();
 _checkSanity = new WeakMap();
 _sanity = new WeakMap();
 export {
-  Env,
  Human,
-  Models,
  Human as default,
  config as defaults,
  env
--- a/dist/human.esm-nobundle.js.map
+++ b/dist/human.esm-nobundle.js.map
--- a/dist/human.esm.js
+++ b/dist/human.esm.js
@ -44555,8 +44555,7 @@ var options2 = {
  drawGaze: true,
  fillPolygons: false,
  useDepth: true,
-  useCurves: false,
-  bufferedOutput: true
+  useCurves: false
 };
 var getCanvasContext = (input) => {
  if (input && input.getContext)
@ -46663,9 +46662,7 @@ _analyzeMemoryLeaks = new WeakMap();
 _checkSanity = new WeakMap();
 _sanity = new WeakMap();
 export {
-  Env,
  Human,
-  Models,
  Human as default,
  config as defaults,
  env
--- a/dist/human.esm.js.map
+++ b/dist/human.esm.js.map
--- a/dist/human.js
+++ b/dist/human.js
--- a/dist/human.node-gpu.js
+++ b/dist/human.node-gpu.js
@ -82,9 +82,7 @@ var require_tfjs_esm = __commonJS({

 // src/human.ts
 __export(exports, {
-  Env: () => Env,
  Human: () => Human,
-  Models: () => Models,
  default: () => Human,
  defaults: () => config,
  env: () => env
@ -10995,8 +10993,7 @@ var options2 = {
  drawGaze: true,
  fillPolygons: false,
  useDepth: true,
-  useCurves: false,
-  bufferedOutput: true
+  useCurves: false
 };
 var getCanvasContext = (input) => {
  if (input && input.getContext)
@ -13108,9 +13105,7 @@ _checkSanity = new WeakMap();
 _sanity = new WeakMap();
 // Annotate the CommonJS export names for ESM import in node:
 0 && (module.exports = {
-  Env,
  Human,
-  Models,
  defaults,
  env
 });
--- a/dist/human.node-wasm.js
+++ b/dist/human.node-wasm.js
@ -83,9 +83,7 @@ var require_tfjs_esm = __commonJS({

 // src/human.ts
 __export(exports, {
-  Env: () => Env,
  Human: () => Human,
-  Models: () => Models,
  default: () => Human,
  defaults: () => config,
  env: () => env
@ -10996,8 +10994,7 @@ var options2 = {
  drawGaze: true,
  fillPolygons: false,
  useDepth: true,
-  useCurves: false,
-  bufferedOutput: true
+  useCurves: false
 };
 var getCanvasContext = (input) => {
  if (input && input.getContext)
@ -13109,9 +13106,7 @@ _checkSanity = new WeakMap();
 _sanity = new WeakMap();
 // Annotate the CommonJS export names for ESM import in node:
 0 && (module.exports = {
-  Env,
  Human,
-  Models,
  defaults,
  env
 });
--- a/dist/human.node.js
+++ b/dist/human.node.js
@ -82,9 +82,7 @@ var require_tfjs_esm = __commonJS({

 // src/human.ts
 __export(exports, {
-  Env: () => Env,
  Human: () => Human,
-  Models: () => Models,
  default: () => Human,
  defaults: () => config,
  env: () => env
@ -10995,8 +10993,7 @@ var options2 = {
  drawGaze: true,
  fillPolygons: false,
  useDepth: true,
-  useCurves: false,
-  bufferedOutput: true
+  useCurves: false
 };
 var getCanvasContext = (input) => {
  if (input && input.getContext)
@ -13108,9 +13105,7 @@ _checkSanity = new WeakMap();
 _sanity = new WeakMap();
 // Annotate the CommonJS export names for ESM import in node:
 0 && (module.exports = {
-  Env,
  Human,
-  Models,
  defaults,
  env
 });
--- a/package.json
+++ b/package.json
@ -66,7 +66,7 @@
    "@tensorflow/tfjs-layers": "^3.10.0",
    "@tensorflow/tfjs-node": "^3.10.0",
    "@tensorflow/tfjs-node-gpu": "^3.10.0",
-    "@types/node": "^16.11.4",
+    "@types/node": "^16.11.5",
    "@typescript-eslint/eslint-plugin": "^5.1.0",
    "@typescript-eslint/parser": "^5.1.0",
    "@vladmandic/build": "^0.6.3",
--- a/src/config.ts
+++ b/src/config.ts
@ -1,57 +1,57 @@
 /* eslint-disable indent */
 /* eslint-disable no-multi-spaces */

+/** Generic config type inherited by all module types */
 export interface GenericConfig {
+  /** @property is module enabled? */
  enabled: boolean,
+  /** @property path to model json file */
  modelPath: string,
+  /** @property how many max frames to go without re-running model if cached results are acceptable */
  skipFrames: number,
+  /** @property how many max miliseconds to go without re-running model if cached results are acceptable */
  skipTime: number,
 }

 /** Dectector part of face configuration */
 export interface FaceDetectorConfig extends GenericConfig {
+  /** @property is face rotation correction performed after detecting face? */
  rotation: boolean,
+  /** @property maximum number of detected faces */
  maxDetected: number,
+  /** @property minimum confidence for a detected face before results are discarded */
  minConfidence: number,
+  /** @property minimum overlap between two detected faces before one is discarded */
  iouThreshold: number,
+  /** @property should face detection return face tensor to be used in some other extenrnal model? */
  return: boolean,
 }

 /** Mesh part of face configuration */
-export type FaceMeshConfig = GenericConfig
+export interface FaceMeshConfig extends GenericConfig {}

 /** Iris part of face configuration */
-export type FaceIrisConfig = GenericConfig
+export interface FaceIrisConfig extends GenericConfig {}

 /** Description or face embedding part of face configuration
 * - also used by age and gender detection
 */
 export interface FaceDescriptionConfig extends GenericConfig {
+  /** @property minimum confidence for a detected face before results are discarded */
  minConfidence: number,
 }

 /** Emotion part of face configuration */
 export interface FaceEmotionConfig extends GenericConfig {
+  /** @property minimum confidence for a detected face before results are discarded */
  minConfidence: number,
 }

-/** Emotion part of face configuration */
-export type FaceAntiSpoofConfig = GenericConfig
+/** Anti-spoofing part of face configuration */
+export interface FaceAntiSpoofConfig extends GenericConfig {}

-/** Controlls and configures all face-specific options:
- * - face detection, face mesh detection, age, gender, emotion detection and face description
- *
- * Parameters:
- * - enabled: true/false
- * - modelPath: path for each of face models
- * - minConfidence: threshold for discarding a prediction
- * - iouThreshold: ammount of overlap between two detected objects before one object is removed
- * - maxDetected: maximum number of faces detected in the input, should be set to the minimum number for performance
- * - rotation: use calculated rotated face image or just box with rotation as-is, false means higher performance, but incorrect mesh mapping on higher face angles
- * - return: return extracted face as tensor for futher user processing, in which case user is reponsible for manually disposing the tensor
-*/
-export interface FaceConfig {
-  enabled: boolean,
+/** Configures all face-specific options: face detection, mesh analysis, age, gender, emotion detection and face description */
+export interface FaceConfig extends GenericConfig {
  detector: Partial<FaceDetectorConfig>,
  mesh: Partial<FaceMeshConfig>,
  iris: Partial<FaceIrisConfig>,
@ -60,92 +60,58 @@ export interface FaceConfig {
  antispoof: Partial<FaceAntiSpoofConfig>,
 }

-/** Controlls and configures all body detection specific options
- *
- * Parameters:
- * - enabled: true/false
- * - modelPath: body pose model, can be absolute path or relative to modelBasePath
- * - minConfidence: threshold for discarding a prediction
- * - maxDetected: maximum number of people detected in the input, should be set to the minimum number for performance
- * - detector: optional body detector
- *
- * `maxDetected` is valid for `posenet` and `movenet-multipose` as other models are single-pose only
- * `maxDetected` can be set to -1 to auto-detect based on number of detected faces
- *
- * Changing `modelPath` will change module responsible for hand detection and tracking
- * Allowed values are `posenet.json`, `blazepose.json`, `efficientpose.json`, `movenet-lightning.json`, `movenet-thunder.json`, `movenet-multipose.json`
-*/
+/** Configures all body detection specific options */
 export interface BodyConfig extends GenericConfig {
+  /** @property maximum numboer of detected bodies */
  maxDetected: number,
+  /** @property minimum confidence for a detected body before results are discarded */
  minConfidence: number,
  detector?: {
+    /** @property path to optional body detector model json file */
    modelPath: string
  },
 }

-/** Controls and configures all hand detection specific options
- *
- * Parameters:
- * - enabled: true/false
- * - landmarks: detect hand landmarks or just hand boundary box
- * - modelPath: paths for hand detector and hand skeleton models, can be absolute path or relative to modelBasePath
- * - minConfidence: threshold for discarding a prediction
- * - iouThreshold: ammount of overlap between two detected objects before one object is removed
- * - maxDetected: maximum number of hands detected in the input, should be set to the minimum number for performance
- * - rotation: use best-guess rotated hand image or just box with rotation as-is, false means higher performance, but incorrect finger mapping if hand is inverted
- *
- * `maxDetected` can be set to -1 to auto-detect based on number of detected faces
- *
- * Changing `detector.modelPath` will change module responsible for hand detection and tracking
- * Allowed values are `handdetect.json` and `handtrack.json`
-*/
+/** Configures all hand detection specific options */
 export interface HandConfig extends GenericConfig {
+  /** @property should hand rotation correction be performed after hand detection? */
  rotation: boolean,
+  /** @property minimum confidence for a detected hand before results are discarded */
  minConfidence: number,
+  /** @property minimum overlap between two detected hands before one is discarded */
  iouThreshold: number,
+  /** @property maximum number of detected hands */
  maxDetected: number,
+  /** @property should hand landmarks be detected or just return detected hand box */
  landmarks: boolean,
  detector: {
+    /** @property path to hand detector model json */
    modelPath?: string,
  },
  skeleton: {
+    /** @property path to hand skeleton model json */
    modelPath?: string,
  },
 }

-/** Controlls and configures all object detection specific options
- * - enabled: true/false
- * - modelPath: object detection model, can be absolute path or relative to modelBasePath
- * - minConfidence: minimum score that detection must have to return as valid object
- * - iouThreshold: ammount of overlap between two detected objects before one object is removed
- * - maxDetected: maximum number of detections to return
- *
- * Changing `modelPath` will change module responsible for hand detection and tracking
- * Allowed values are `mb3-centernet.json` and `nanodet.json`
-*/
+/** Configures all object detection specific options */
 export interface ObjectConfig extends GenericConfig {
+  /** @property minimum confidence for a detected objects before results are discarded */
  minConfidence: number,
+  /** @property minimum overlap between two detected objects before one is discarded */
  iouThreshold: number,
+  /** @property maximum number of detected objects */
  maxDetected: number,
 }

-/** Controlls and configures all body segmentation module
+/** Configures all body segmentation module
 * removes background from input containing person
 * if segmentation is enabled it will run as preprocessing task before any other model
 * alternatively leave it disabled and use it on-demand using human.segmentation method which can
 * remove background or replace it with user-provided background
- *
- * - enabled: true/false
- * - modelPath: object detection model, can be absolute path or relative to modelBasePath
- * - blur: blur segmentation output by <number> pixels for more realistic image
- *
- * Changing `modelPath` will change module responsible for hand detection and tracking
- * Allowed values are `selfie.json` and `meet.json`
-
 */
-export interface SegmentationConfig {
-  enabled: boolean,
-  modelPath: string,
+export interface SegmentationConfig extends GenericConfig {
+  /** @property blur segmentation output by <number> pixels for more realistic image */
  blur: number,
 }

@ -154,6 +120,7 @@ export interface SegmentationConfig {
 * - image filters run with near-zero latency as they are executed on the GPU using WebGL
 */
 export interface FilterConfig {
+  /** @property are image filters enabled? */
  enabled: boolean,
  /** Resize input width
  * - if both width and height are set to 0, there is no resizing
@ -167,40 +134,41 @@ export interface FilterConfig {
  * - if both are set, values are used as-is
  */
  height: number,
-  /** Return processed canvas imagedata in result */
+  /** @property return processed canvas imagedata in result */
  return: boolean,
-  /** Flip input as mirror image */
+  /** @property flip input as mirror image */
  flip: boolean,
-  /** Range: -1 (darken) to 1 (lighten) */
+  /** @property range: -1 (darken) to 1 (lighten) */
  brightness: number,
-  /** Range: -1 (reduce contrast) to 1 (increase contrast) */
+  /** @property range: -1 (reduce contrast) to 1 (increase contrast) */
  contrast: number,
-  /** Range: 0 (no sharpening) to 1 (maximum sharpening) */
+  /** @property range: 0 (no sharpening) to 1 (maximum sharpening) */
  sharpness: number,
-  /** Range: 0 (no blur) to N (blur radius in pixels) */
+  /** @property range: 0 (no blur) to N (blur radius in pixels) */
  blur: number
-  /** Range: -1 (reduce saturation) to 1 (increase saturation) */
+  /** @property range: -1 (reduce saturation) to 1 (increase saturation) */
  saturation: number,
-  /** Range: 0 (no change) to 360 (hue rotation in degrees) */
+  /** @property range: 0 (no change) to 360 (hue rotation in degrees) */
  hue: number,
-  /** Image negative */
+  /** @property image negative */
  negative: boolean,
-  /** Image sepia colors */
+  /** @property image sepia colors */
  sepia: boolean,
-  /** Image vintage colors */
+  /** @property image vintage colors */
  vintage: boolean,
-  /** Image kodachrome colors */
+  /** @property image kodachrome colors */
  kodachrome: boolean,
-  /** Image technicolor colors */
+  /** @property image technicolor colors */
  technicolor: boolean,
-  /** Image polaroid camera effect */
+  /** @property image polaroid camera effect */
  polaroid: boolean,
-  /** Range: 0 (no pixelate) to N (number of pixels to pixelate) */
+  /** @property range: 0 (no pixelate) to N (number of pixels to pixelate) */
  pixelate: number,
 }

 /** Controlls gesture detection */
 export interface GestureConfig {
+  /** @property is gesture detection enabled? */
  enabled: boolean,
 }

@ -257,11 +225,7 @@ export interface Config {
  /** Internal Variable */
  skipAllowed: boolean;

-  /** Run input through image filters before inference
-   * - image filters run with near-zero latency as they are executed on the GPU
-   *
-   * {@link FilterConfig}
-  */
+  /** {@link FilterConfig} */
  filter: Partial<FilterConfig>,

  /** {@link GestureConfig} */
@ -283,10 +247,7 @@ export interface Config {
  segmentation: Partial<SegmentationConfig>,
 }

-/**
- * [See all default Config values...](https://github.com/vladmandic/human/blob/main/src/config.ts#L244)
- *
- */
+/** - [See all default Config values...](https://github.com/vladmandic/human/blob/main/src/config.ts#L250) */
 const config: Config = {
  backend: '',               // select tfjs backend to use, leave empty to use default backend
                             // for browser environments: 'webgl', 'wasm', 'cpu', or 'humangl' (which is a custom version of webgl)
--- a/src/exports.ts
+++ b/src/exports.ts
@ -0,0 +1,36 @@
+import type { Tensor } from './tfjs/types';
+import type { env } from './util/env';
+
+export * from './config';
+export * from './result';
+
+export type { Tensor } from './tfjs/types';
+export type { DrawOptions } from './util/draw';
+export type { Descriptor } from './face/match';
+export type { Box, Point } from './result';
+export type { Models } from './models';
+export type { Env } from './util/env';
+export type { FaceGesture, BodyGesture, HandGesture, IrisGesture } from './gesture/gesture';
+export { env } from './util/env';
+
+/** Events dispatched by `human.events`
+ * - `create`: triggered when Human object is instantiated
+ * - `load`: triggered when models are loaded (explicitly or on-demand)
+ * - `image`: triggered when input image is processed
+ * - `result`: triggered when detection is complete
+ * - `warmup`: triggered when warmup is complete
+ */
+export type Events = 'create' | 'load' | 'image' | 'result' | 'warmup' | 'error';
+
+/** Defines all possible canvas types */
+export type AnyCanvas = HTMLCanvasElement | OffscreenCanvas;
+/** Defines all possible image types */
+export type AnyImage = HTMLImageElement | typeof Image
+/** Defines all possible video types */
+export type AnyVideo = HTMLMediaElement | HTMLVideoElement
+/** Defines all possible image objects */
+export type ImageObjects = ImageData | ImageBitmap
+/** Defines possible externally defined canvas */
+export type ExternalCanvas = typeof env.Canvas;
+/** Defines all possible input types for **Human** detection */
+export type Input = Tensor | AnyCanvas | AnyImage | AnyVideo | ImageObjects | ExternalCanvas;
--- a/src/face/match.ts
+++ b/src/face/match.ts
@ -1,15 +1,13 @@
-/** Defines Descriptor type */
+/** Face descriptor type as number array */
 export type Descriptor = Array<number>

 /** Calculates distance between two descriptors
- *  - Minkowski distance algorithm of nth order if `order` is different than 2
- *  - Euclidean distance if `order` is 2 (default)
- *
- * Options:
- * - `order`
- * - `multiplier` factor by how much to enhance difference analysis in range of 1..100
- *
- * Note: No checks are performed for performance reasons so make sure to pass valid number arrays of equal length
+ * @param {object} options
+ * @param {number} options.order algorithm to use
+ * - Euclidean distance if `order` is 2 (default), Minkowski distance algorithm of nth order if `order` is higher than 2
+ * @param {number} options.multiplier by how much to enhance difference analysis in range of 1..100
+ * - default is 20 which normalizes results to similarity above 0.5 can be considered a match
+ * @returns {number}
 */
 export function distance(descriptor1: Descriptor, descriptor2: Descriptor, options = { order: 2, multiplier: 20 }) {
  // general minkowski distance, euclidean distance is limited case where order is 2
@ -21,7 +19,13 @@ export function distance(descriptor1: Descriptor, descriptor2: Descriptor, optio
  return (options.multiplier || 20) * sum;
 }

-/** Calculates normalized similarity between two descriptors based on their `distance`
+/** Calculates normalized similarity between two face descriptors based on their `distance`
+ * @param {object} options
+ * @param {number} options.order algorithm to use
+ * - Euclidean distance if `order` is 2 (default), Minkowski distance algorithm of nth order if `order` is higher than 2
+ * @param {number} options.multiplier by how much to enhance difference analysis in range of 1..100
+ * - default is 20 which normalizes results to similarity above 0.5 can be considered a match
+ * @returns {number} similarity between two face descriptors normalized to 0..1 range where 0 is no similarity and 1 is perfect similarity
 */
 export function similarity(descriptor1: Descriptor, descriptor2: Descriptor, options = { order: 2, multiplier: 20 }) {
  const dist = distance(descriptor1, descriptor2, options);
@ -33,13 +37,10 @@ export function similarity(descriptor1: Descriptor, descriptor2: Descriptor, opt
 /** Matches given descriptor to a closest entry in array of descriptors
 * @param descriptor face descriptor
 * @param descriptors array of face descriptors to commpare given descriptor to
- *
- * Options:
- * - `threshold` match will return result first result for which {@link distance} is below `threshold` even if there may be better results
- * - `order` see {@link distance} method
- * - `multiplier` see {@link distance} method
- *
- * @returns object with index, distance and similarity
+ * @param {object} options
+ * @param {number} options.order see {@link similarity}
+ * @param {number} options.multiplier see {@link similarity}
+ * @returns {object}
 * - `index` index array index where best match was found or -1 if no matches
 * - {@link distance} calculated `distance` of given descriptor to the best match
 * - {@link similarity} calculated normalized `similarity` of given descriptor to the best match
--- a/src/human.ts
+++ b/src/human.ts
@ -1,5 +1,6 @@
 /**
 * Human main module
+ * @author <https://github.com/vladmandic>
 */

 // module imports
@ -30,56 +31,23 @@ import * as persons from './util/persons';
 import * as posenet from './body/posenet';
 import * as segmentation from './segmentation/segmentation';
 import * as warmups from './warmup';
-
 // type definitions
-import type { Result, FaceResult, HandResult, BodyResult, ObjectResult, GestureResult, PersonResult } from './result';
-import type { Tensor } from './tfjs/types';
-import type { DrawOptions } from './util/draw';
-import type { Input } from './image/image';
-import type { Config } from './config';
+import type { Input, Tensor, DrawOptions, Config, Result, FaceResult, HandResult, BodyResult, ObjectResult, GestureResult, PersonResult } from './exports';
+// type exports
+export * from './exports';

-/** Defines configuration options used by all **Human** methods */
-export * from './config';
-
-/** Defines result types returned by all **Human** methods */
-export * from './result';
-
-/** Defines DrawOptions used by `human.draw.*` methods */
-export type { DrawOptions } from './util/draw';
-export { env, Env } from './util/env';
-
-/** Face descriptor type as number array */
-export type { Descriptor } from './face/match';
-
-/** Box and Point primitives */
-export { Box, Point } from './result';
-
-/** Defines all possible models used by **Human** library */
-export { Models } from './models';
-
-/** Defines all possible input types for **Human** detection */
-export { Input } from './image/image';
-
-/** Events dispatched by `human.events`
- *
- * - `create`: triggered when Human object is instantiated
- * - `load`: triggered when models are loaded (explicitly or on-demand)
- * - `image`: triggered when input image is processed
- * - `result`: triggered when detection is complete
- * - `warmup`: triggered when warmup is complete
- */
-export type Events = 'create' | 'load' | 'image' | 'result' | 'warmup' | 'error';
-
-/** Error message
- * @typedef Error Type
- */
-export type Error = { error: string };
-
-/** Instance of TensorFlow/JS
- * @external
+/** Instance of TensorFlow/JS used by Human
+ * - Can be TFJS that is bundled with `Human` or a manually imported TFJS library
+ * @external [API](https://js.tensorflow.org/api/latest/)
 */
 export type TensorFlow = typeof tf;

+/** Error message */
+export type Error = {
+  /** @property error message */
+  error: string,
+};
+
 /** **Human** library main class
 *
 * All methods and properties are available only as members of Human class
@ -89,21 +57,19 @@ export type TensorFlow = typeof tf;
 * - Possible inputs: {@link Input}
 *
 * @param userConfig: {@link Config}
- * @return instance
+ * @returns instance of {@link Human}
 */
 export class Human {
  /** Current version of Human library in *semver* format */
  version: string;

  /** Current configuration
-   * - Definition: {@link Config}
-   * - Defaults: [config](https://github.com/vladmandic/human/blob/main/src/config.ts#L292)
+   * - Defaults: [config](https://github.com/vladmandic/human/blob/main/src/config.ts#L250)
   */
  config: Config;

  /** Last known result of detect run
   * - Can be accessed anytime after initial detection
-   * - Definition: {@link Result}
  */
  result: Result;

@ -128,12 +94,7 @@ export class Human {
  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
-   * - body: draw detected people and body parts
-   * - hand: draw detected hands and hand parts
-   * - canvas: draw processed canvas which is a processed copy of the input
-   * - all: meta-function that performs: canvas, face, body, hand
+   * @property options global settings for all draw operations, can be overriden for each draw method {@link DrawOptions}
   */
  draw: { canvas: typeof draw.canvas, face: typeof draw.face, body: typeof draw.body, hand: typeof draw.hand, gesture: typeof draw.gesture, object: typeof draw.object, person: typeof draw.person, all: typeof draw.all, options: DrawOptions };

@ -144,7 +105,7 @@ export class Human {
  models: models.Models;

  /** Container for events dispatched by Human
-   *
+   * {@type} EventTarget
   * Possible events:
   * - `create`: triggered when Human object is instantiated
   * - `load`: triggered when models are loaded (explicitly or on-demand)
@ -169,9 +130,8 @@ export class Human {

  /** Constructor for **Human** library that is futher used for all operations
   *
-   * @param userConfig: {@link Config}
-   *
-   * @return instance: {@link Human}
+   * @param {Config} userConfig
+   * @returns {Human}
   */
  constructor(userConfig?: Partial<Config>) {
    this.env = env;
@ -269,6 +229,7 @@ export class Human {
  /** Process input as return canvas and tensor
   *
   * @param input: {@link Input}
+   * @param {boolean} input.getTensor should image processing also return tensor or just canvas
   * @returns { tensor, canvas }
   */
  image(input: Input, getTensor: boolean = true) {
@ -276,17 +237,17 @@ export class Human {
  }

  /** Segmentation method takes any input and returns processed canvas with body segmentation
-   *  - Optional parameter background is used to fill the background with specific input
   *  - Segmentation is not triggered as part of detect process
   *
   *  Returns:
-   *  - `data` as raw data array with per-pixel segmentation values
-   *  - `canvas` as canvas which is input image filtered with segementation data and optionally merged with background image. canvas alpha values are set to segmentation values for easy merging
-   *  - `alpha` as grayscale canvas that represents segmentation alpha values
   *
   * @param input: {@link Input}
   * @param background?: {@link Input}
-   * @returns { data, canvas, alpha }
+   *  - Optional parameter background is used to fill the background with specific input
+   * @returns {object}
+   *  - `data` as raw data array with per-pixel segmentation values
+   *  - `canvas` as canvas which is input image filtered with segementation data and optionally merged with background image. canvas alpha values are set to segmentation values for easy merging
+   *  - `alpha` as grayscale canvas that represents segmentation alpha values
   */
  async segmentation(input: Input, background?: Input): Promise<{ data: number[], canvas: HTMLCanvasElement | OffscreenCanvas | null, alpha: HTMLCanvasElement | OffscreenCanvas | null }> {
    return segmentation.process(input, background, this.config);
@ -307,7 +268,7 @@ export class Human {
   *  - Call to explictly register and initialize TFJS backend without any other operations
   *  - Use when changing backend during runtime
   *
-   * @return Promise<void>
+   * @returns {void}
   */
  async init(): Promise<void> {
    await backend.check(this, true);
--- a/src/image/image.ts
+++ b/src/image/image.ts
@ -4,14 +4,10 @@

 import * as tf from '../../dist/tfjs.esm.js';
 import * as fxImage from './imagefx';
-import type { Tensor } from '../tfjs/types';
-import type { Config } from '../config';
+import type { Input, AnyCanvas, Tensor, Config } from '../exports';
 import { env } from '../util/env';
 import { log, now } from '../util/util';

-export type Input = Tensor | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas | typeof Image | typeof env.Canvas;
-export type AnyCanvas = HTMLCanvasElement | OffscreenCanvas;
-
 const maxSize = 2048;
 // internal temp canvases
 let inCanvas: AnyCanvas | null = null; // use global variable to avoid recreating canvas on each frame
--- a/src/result.ts
+++ b/src/result.ts
@ -5,148 +5,135 @@
 import type { Tensor } from './tfjs/types';
 import type { FaceGesture, BodyGesture, HandGesture, IrisGesture } from './gesture/gesture';

+/** generic box as [x, y, width, height] */
 export type Box = [number, number, number, number];
+/** generic point as [x, y, z?] */
 export type Point = [number, number, number?];

 /** Face results
- * Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models
- * Some values may be null if specific model is not enabled
- *
- * Each result has:
- * - id: face id number
- * - score: overal detection confidence score value
- * - boxScore: face box detection confidence score value
- * - faceScore: face keypoints detection confidence score value
- * - box: face bounding box as array of [x, y, width, height], normalized to image resolution
- * - boxRaw: face bounding box as array of [x, y, width, height], normalized to range 0..1
- * - mesh: face keypoints as array of [x, y, z] points of face mesh, normalized to image resolution
- * - meshRaw: face keypoints as array of [x, y, z] points of face mesh, normalized to range 0..1
- * - annotations: annotated face keypoints as array of annotated face mesh points
- * - age: age as value
- * - gender: gender as value
- * - genderScore: gender detection confidence score as value
- * - emotion: emotions as array of possible emotions with their individual scores
- * - embedding: facial descriptor as array of numerical elements
- * - iris: iris distance from current viewpoint as distance value in centimeters for a typical camera
- *   field of view of 88 degrees. value should be adjusted manually as needed
- * - real: anti-spoofing analysis to determine if face is real of fake
- * - rotation: face rotiation that contains both angles and matrix used for 3d transformations
- *  - angle: face angle as object with values for roll, yaw and pitch angles
- *  - matrix: 3d transofrmation matrix as array of numeric values
- *  - gaze: gaze direction as object with values for bearing in radians and relative strength
- * - tensor: face tensor as Tensor object which contains detected face
+ * - Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models
+ * - Some values may be null if specific model is not enabled
 */
 export interface FaceResult {
+  /** face id */
  id: number
+  /** overall face score */
  score: number,
+  /** detection score */
  boxScore: number,
+  /** mesh score */
  faceScore: number,
+  /** detected face box */
  box: Box,
+  /** detected face box normalized to 0..1 */
  boxRaw: Box,
+  /** detected face mesh */
  mesh: Array<Point>
+  /** detected face mesh normalized to 0..1 */
  meshRaw: Array<Point>
+  /** mesh keypoints combined into annotated results */
  annotations: Record<string, Point[]>,
+  /** detected age */
  age?: number,
+  /** detected gender */
  gender?: string,
+  /** gender detection score */
  genderScore?: number,
+  /** detected emotions */
  emotion?: Array<{ score: number, emotion: string }>,
+  /** face descriptor */
  embedding?: Array<number>,
+  /** face iris distance from camera */
  iris?: number,
+  /** face anti-spoofing result confidence */
  real?: number,
+  /** face rotation details */
  rotation?: {
    angle: { roll: number, yaw: number, pitch: number },
    matrix: [number, number, number, number, number, number, number, number, number],
    gaze: { bearing: number, strength: number },
  }
+  /** detected face as tensor that can be used in further pipelines */
  tensor?: Tensor,
 }

-export type BodyKeypoint = {
+export interface BodyKeypoint {
+  /** body part name */
  part: string,
+  /** body part position */
  position: Point,
+  /** body part position normalized to 0..1 */
  positionRaw: Point,
+  /** body part detection score */
  score: number,
 }

-/** Body results
- *
- * Each results has:
- * - id: body id number
- * - score: overall detection score
- * - box: bounding box: x, y, width, height normalized to input image resolution
- * - boxRaw: bounding box: x, y, width, height normalized to 0..1
- * - keypoints: array of keypoints
- *  - part: body part name
- *  - position: body part position with x,y,z coordinates
- *  - score: body part score value
- *  - presence: body part presence value
- */
+/** Body results */
 export interface BodyResult {
+  /** body id */
  id: number,
+  /** body detection score */
  score: number,
+  /** detected body box */
  box: Box,
+  /** detected body box normalized to 0..1 */
  boxRaw: Box,
-  annotations: Record<string, Array<Point[]>>,
+  /** detected body keypoints */
  keypoints: Array<BodyKeypoint>
+  /** detected body keypoints combined into annotated parts */
+  annotations: Record<string, Array<Point[]>>,
 }

-/** Hand results
- *
- * Each result has:
- * - id: hand id number
- * - score: detection confidence score as value
- * - box: bounding box: x, y, width, height normalized to input image resolution
- * - boxRaw: bounding box: x, y, width, height normalized to 0..1
- * - keypoints: keypoints as array of [x, y, z] points of hand, normalized to image resolution
- * - annotations: annotated landmarks for each hand part with keypoints
- * - landmarks: annotated landmarks for eachb hand part with logical curl and direction strings
- */
+/** Hand results */
 export interface HandResult {
+  /** hand id */
  id: number,
+  /** hand overal score */
  score: number,
+  /** hand detection score */
  boxScore: number,
+  /** hand skelton score */
  fingerScore: number,
+  /** detected hand box */
  box: Box,
+  /** detected hand box normalized to 0..1 */
  boxRaw: Box,
+  /** detected hand keypoints */
  keypoints: Array<Point>,
+  /** detected hand class */
  label: string,
+  /** detected hand keypoints combined into annotated parts */
  annotations: Record<
    'index' | 'middle' | 'pinky' | 'ring' | 'thumb' | 'palm',
    Array<Point>
  >,
+  /** detected hand parts annotated with part gestures */
  landmarks: Record<
    'index' | 'middle' | 'pinky' | 'ring' | 'thumb',
    { curl: 'none' | 'half' | 'full', direction: 'verticalUp' | 'verticalDown' | 'horizontalLeft' | 'horizontalRight' | 'diagonalUpRight' | 'diagonalUpLeft' | 'diagonalDownRight' | 'diagonalDownLeft' }
  >,
 }

-/** Object results
-*
-* Array of individual results with one object per detected gesture
-* Each result has:
-* - id: object id number
-* - score as value
-* - label as detected class name
-* - box: bounding box: x, y, width, height normalized to input image resolution
-* - boxRaw: bounding box: x, y, width, height normalized to 0..1
-* - center: optional center point as array of [x, y], normalized to image resolution
-* - centerRaw: optional center point as array of [x, y], normalized to range 0..1
-*/
+/** Object results */
 export interface ObjectResult {
+  /** object id */
  id: number,
+  /** object detection score */
  score: number,
+  /** detected object class id */
  class: number,
+  /** detected object class name */
  label: string,
+  /** detected object box */
  box: Box,
+  /** detected object box normalized to 0..1 */
  boxRaw: Box,
 }

-/** Gesture results
+/** Gesture combined results
 * @typedef Gesture Type
- *
- * Array of individual results with one object per detected gesture
 * Each result has:
- * - part: part name and number where gesture was detected: face, iris, body, hand
+ * - part: part name and number where gesture was detected: `face`, `iris`, `body`, `hand`
 * - gesture: gesture detected
 */
 export type GestureResult =
@ -156,24 +143,22 @@ export type GestureResult =
  | { 'hand': number, gesture: HandGesture }

 /** Person getter
-* @interface Person Interface
-*
-* Each result has:
-* - id: person id
-* - face: face object
-* - body: body object
-* - hands: array of hand objects
-* - gestures: array of gestures
-* - box: bounding box: x, y, width, height normalized to input image resolution
-* - boxRaw: bounding box: x, y, width, height normalized to 0..1
+* - Triggers combining all individual results into a virtual person object
 */
 export interface PersonResult {
+  /** person id */
  id: number,
+  /** face result that belongs to this person */
  face: FaceResult,
+  /** body result that belongs to this person */
  body: BodyResult | null,
+  /** left and right hand results that belong to this person */
  hands: { left: HandResult | null, right: HandResult | null },
+  /** detected gestures specific to this person */
  gestures: Array<GestureResult>,
+  /** box that defines the person */
  box: Box,
+  /** box that defines the person normalized to 0..1 */
  boxRaw?: Box,
 }

--- a/src/segmentation/segmentation.ts
+++ b/src/segmentation/segmentation.ts
@ -12,7 +12,7 @@ import * as image from '../image/image';
 import type { GraphModel, Tensor } from '../tfjs/types';
 import type { Config } from '../config';
 import { env } from '../util/env';
-import type { Input } from '../image/image';
+import type { Input } from '../exports';

 let model: GraphModel;
 let busy = false;
--- a/src/util/draw.ts
+++ b/src/util/draw.ts
@ -6,46 +6,46 @@ import { TRI468 as triangulation } from '../face/facemeshcoords';
 import { mergeDeep, now } from './util';
 import { env } from './env';
 import type { Result, FaceResult, BodyResult, HandResult, ObjectResult, GestureResult, PersonResult, Point } from '../result';
+import type { AnyCanvas } from '../exports';

-/**
- * Draw Options
- * Accessed via `human.draw.options` or provided per each draw method as the drawOptions optional parameter
- * -color: draw color
- * -labelColor: color for labels
- * -shadowColor: optional shadow color for labels
- * -font: font for labels
- * -lineHeight: line height for labels, used for multi-line labels,
- * -lineWidth: width of any lines,
- * -pointSize: size of any point,
- * -roundRect: for boxes, round corners by this many pixels,
- * -drawPoints: should points be drawn,
- * -drawLabels: should labels be drawn,
- * -drawBoxes: should boxes be drawn,
- * -drawPolygons: should polygons be drawn,
- * -fillPolygons: should drawn polygons be filled,
- * -useDepth: use z-axis coordinate as color shade,
- * -useCurves: draw polygons as cures or as lines,
- * -bufferedOutput: experimental: allows to call draw methods multiple times for each detection and interpolate results between results thus achieving smoother animations
+/** Draw Options
+ * - Accessed via `human.draw.options` or provided per each draw method as the drawOptions optional parameter
 */
-export interface DrawOptions {
+export type DrawOptions = {
+  /** draw line color */
  color: string,
+  /** label color */
  labelColor: string,
+  /** label shadow color */
  shadowColor: string,
+  /** label font */
  font: string,
+  /** line spacing between labels */
  lineHeight: number,
+  /** line width for drawn lines */
  lineWidth: number,
+  /** size of drawn points */
  pointSize: number,
+  /** draw rounded boxes by n pixels */
  roundRect: number,
+  /** should points be drawn? */
  drawPoints: boolean,
+  /** should labels be drawn? */
  drawLabels: boolean,
+  /** should detected gestures be drawn? */
  drawGestures: boolean,
+  /** should draw boxes around detection results? */
  drawBoxes: boolean,
+  /** should draw polygons from detection points? */
  drawPolygons: boolean,
+  /** should draw gaze arrows? */
  drawGaze: boolean,
+  /** should fill polygons? */
  fillPolygons: boolean,
+  /** use z-coordinate when available */
  useDepth: boolean,
+  /** should lines be curved? */
  useCurves: boolean,
-  bufferedOutput: boolean,
 }

 export const options: DrawOptions = {
@ -66,7 +66,6 @@ export const options: DrawOptions = {
  fillPolygons: <boolean>false,
  useDepth: <boolean>true,
  useCurves: <boolean>false,
-  bufferedOutput: <boolean>true,
 };

 const getCanvasContext = (input) => {
@ -166,7 +165,8 @@ function arrow(ctx: CanvasRenderingContext2D, from: Point, to: Point, radius = 5
  ctx.fill();
 }

-export async function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>) {
+/** draw detected gestures */
+export async function gesture(inCanvas: AnyCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>) {
  const localOptions = mergeDeep(options, drawOptions);
  if (!result || !inCanvas) return;
  if (localOptions.drawGestures) {
@ -193,7 +193,8 @@ export async function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, res
  }
 }

-export async function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<FaceResult>, drawOptions?: Partial<DrawOptions>) {
+/** draw detected faces */
+export async function face(inCanvas: AnyCanvas, result: Array<FaceResult>, drawOptions?: Partial<DrawOptions>) {
  const localOptions = mergeDeep(options, drawOptions);
  if (!result || !inCanvas) return;
  const ctx = getCanvasContext(inCanvas);
@ -314,7 +315,8 @@ export async function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result
  }
 }

-export async function body(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<BodyResult>, drawOptions?: Partial<DrawOptions>) {
+/** draw detected bodies */
+export async function body(inCanvas: AnyCanvas, result: Array<BodyResult>, drawOptions?: Partial<DrawOptions>) {
  const localOptions = mergeDeep(options, drawOptions);
  if (!result || !inCanvas) return;
  const ctx = getCanvasContext(inCanvas);
@ -356,7 +358,8 @@ export async function body(inCanvas: HTMLCanvasElement | OffscreenCanvas, result
  }
 }

-export async function hand(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<HandResult>, drawOptions?: Partial<DrawOptions>) {
+/** draw detected hands */
+export async function hand(inCanvas: AnyCanvas, result: Array<HandResult>, drawOptions?: Partial<DrawOptions>) {
  const localOptions = mergeDeep(options, drawOptions);
  if (!result || !inCanvas) return;
  const ctx = getCanvasContext(inCanvas);
@ -421,7 +424,8 @@ export async function hand(inCanvas: HTMLCanvasElement | OffscreenCanvas, result
  }
 }

-export async function object(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<ObjectResult>, drawOptions?: Partial<DrawOptions>) {
+/** draw detected objects */
+export async function object(inCanvas: AnyCanvas, result: Array<ObjectResult>, drawOptions?: Partial<DrawOptions>) {
  const localOptions = mergeDeep(options, drawOptions);
  if (!result || !inCanvas) return;
  const ctx = getCanvasContext(inCanvas);
@ -446,7 +450,8 @@ export async function object(inCanvas: HTMLCanvasElement | OffscreenCanvas, resu
  }
 }

-export async function person(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<PersonResult>, drawOptions?: Partial<DrawOptions>) {
+/** draw combined person results instead of individual detection result objects */
+export async function person(inCanvas: AnyCanvas, result: Array<PersonResult>, drawOptions?: Partial<DrawOptions>) {
  const localOptions = mergeDeep(options, drawOptions);
  if (!result || !inCanvas) return;
  const ctx = getCanvasContext(inCanvas);
@ -472,13 +477,17 @@ export async function person(inCanvas: HTMLCanvasElement | OffscreenCanvas, resu
  }
 }

-export async function canvas(input: HTMLCanvasElement | OffscreenCanvas | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement) {
+/** draw processed canvas */
+export async function canvas(input: AnyCanvas | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement) {
  if (!input || !output) return;
  const ctx = getCanvasContext(output);
  ctx.drawImage(input, 0, 0);
 }

-export async function all(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Result, drawOptions?: Partial<DrawOptions>) {
+/** meta-function that performs draw for: canvas, face, body, hand
+ * @returns {Promise}
+*/
+export async function all(inCanvas: AnyCanvas, result: Result, drawOptions?: Partial<DrawOptions>) {
  if (!result || !result.performance || !result || !inCanvas) return null;
  const timeStamp = now();
  const localOptions = mergeDeep(options, drawOptions);
--- a/test/build.log
+++ b/test/build.log
@ -1,26 +1,204 @@
-2021-10-25 09:42:30 [36mINFO: [39m @vladmandic/human version 2.4.0 
-2021-10-25 09:42:30 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.10.0 
-2021-10-25 09:42:30 [36mINFO: [39m Application: {"name":"@vladmandic/human","version":"2.4.0"} 
-2021-10-25 09:42:30 [36mINFO: [39m Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
-2021-10-25 09:42:30 [36mINFO: [39m Toolchain: {"build":"0.6.3","esbuild":"0.13.9","typescript":"4.4.4","typedoc":"0.22.7","eslint":"8.1.0"} 
-2021-10-25 09:42:30 [36mINFO: [39m Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
-2021-10-25 09:42:30 [35mSTATE:[39m Clean: {"locations":["dist/*","types/*","typedoc/*"]} 
-2021-10-25 09:42:30 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":102,"outputBytes":1275} 
-2021-10-25 09:42:30 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":54,"inputBytes":526945,"outputBytes":439050} 
-2021-10-25 09:42:30 [35mSTATE:[39m 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":1283} 
-2021-10-25 09:42:30 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":54,"inputBytes":526953,"outputBytes":439054} 
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-2021-10-25 09:42:30 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":54,"inputBytes":527020,"outputBytes":439126} 
-2021-10-25 09:42:30 [35mSTATE:[39m Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1063,"outputBytes":1652} 
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-2021-10-25 09:42:31 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":54,"inputBytes":526643,"outputBytes":440951} 
-2021-10-25 09:42:31 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2572202,"outputBytes":2491625} 
-2021-10-25 09:42:32 [35mSTATE:[39m Compile: {"name":"human/browser/esm/custom","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.custom.esm.js","files":54,"inputBytes":3017295,"outputBytes":1607448} 
-2021-10-25 09:42:32 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":2323,"outputBytes":1155160} 
-2021-10-25 09:42:33 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":54,"inputBytes":1680830,"outputBytes":1431134} 
-2021-10-25 09:42:34 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":54,"inputBytes":1680830,"outputBytes":1879540} 
-2021-10-25 09:42:53 [35mSTATE:[39m Typings: {"input":"src/human.ts","output":"types","files":16} 
-2021-10-25 09:43:00 [35mSTATE:[39m TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":37,"generated":true} 
-2021-10-25 09:43:43 [35mSTATE:[39m Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":90,"errors":0,"warnings":0} 
-2021-10-25 09:43:43 [35mSTATE:[39m ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
-2021-10-25 09:43:43 [36mINFO: [39m Done... 
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+++ b/typedoc/interfaces/BodyKeypoint.html
@ -0,0 +1,9 @@
+<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyKeypoint | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="BodyKeypoint.html">BodyKeypoint</a></li></ul><h1>Interface BodyKeypoint</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">BodyKeypoint</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#part" class="tsd-kind-icon">part</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#position" class="tsd-kind-icon">position</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#positionRaw" class="tsd-kind-icon">position<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#score" class="tsd-kind-icon">score</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="part" class="tsd-anchor"></a><h3>part</h3><div class="tsd-signature tsd-kind-icon">part<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/result.ts#L62">src/result.ts:62</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+<p>body part name</p>
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="position" class="tsd-anchor"></a><h3>position</h3><div class="tsd-signature tsd-kind-icon">position<span class="tsd-signature-symbol">:</span> <a href="../index.html#Point" class="tsd-signature-type" data-tsd-kind="Type alias">Point</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L64">src/result.ts:64</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+<p>body part position</p>
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="positionRaw" class="tsd-anchor"></a><h3>position<wbr/>Raw</h3><div class="tsd-signature tsd-kind-icon">position<wbr/>Raw<span class="tsd-signature-symbol">:</span> <a href="../index.html#Point" class="tsd-signature-type" data-tsd-kind="Type alias">Point</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L66">src/result.ts:66</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+<p>body part position normalized to 0..1</p>
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="score" class="tsd-anchor"></a><h3>score</h3><div class="tsd-signature tsd-kind-icon">score<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/result.ts#L68">src/result.ts:68</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+<p>body part detection score</p>
+</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="BodyKeypoint.html" class="tsd-kind-icon">Body<wbr/>Keypoint</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#part" class="tsd-kind-icon">part</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#position" class="tsd-kind-icon">position</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#positionRaw" class="tsd-kind-icon">position<wbr/>Raw</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyKeypoint.html#score" class="tsd-kind-icon">score</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/interfaces/BodyResult.html
+++ b/typedoc/interfaces/BodyResult.html
--- a/typedoc/interfaces/Config.html
+++ b/typedoc/interfaces/Config.html
@ -1,9 +1,9 @@
 <!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Config | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="Config.html">Config</a></li></ul><h1>Interface Config</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Configuration interface definition for <strong>Human</strong> library</p>
 </div><div><p>Contains all configurable parameters</p>
-</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Config</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="async" class="tsd-anchor"></a><h3>async</h3><div class="tsd-signature tsd-kind-icon">async<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/config.ts#L238">config.ts:238</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Config</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="async" class="tsd-anchor"></a><h3>async</h3><div class="tsd-signature tsd-kind-icon">async<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/config.ts#L206">src/config.ts:206</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Perform model loading and inference concurrently or sequentially</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="backend" class="tsd-anchor"></a><h3>backend</h3><div class="tsd-signature tsd-kind-icon">backend<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;cpu&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;wasm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;humangl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;tensorflow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgpu&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L226">config.ts:226</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="backend" class="tsd-anchor"></a><h3>backend</h3><div class="tsd-signature tsd-kind-icon">backend<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;cpu&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;wasm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;humangl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;tensorflow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgpu&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L194">src/config.ts:194</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Backend used for TFJS operations
 Valid build-in backends are:</p>
 <ul>
@ -15,47 +15,43 @@ Valid build-in backends are:</p>
 <li>Browser: <code>webgpu</code> - requires custom build of <code>tfjs-backend-webgpu</code></li>
 </ul>
 <p>Defaults: <code>humangl</code> for browser and <code>tensorflow</code> for nodejs</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L274">config.ts:274</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L238">src/config.ts:238</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="BodyConfig.html">BodyConfig</a></p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="cacheSensitivity" class="tsd-anchor"></a><h3>cache<wbr/>Sensitivity</h3><div class="tsd-signature tsd-kind-icon">cache<wbr/>Sensitivity<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/config.ts#L255">config.ts:255</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="cacheSensitivity" class="tsd-anchor"></a><h3>cache<wbr/>Sensitivity</h3><div class="tsd-signature tsd-kind-icon">cache<wbr/>Sensitivity<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/config.ts#L223">src/config.ts:223</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Cache sensitivity</p>
 <ul>
 <li>values 0..1 where 0.01 means reset cache if input changed more than 1%</li>
 <li>set to 0 to disable caching</li>
 </ul>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="debug" class="tsd-anchor"></a><h3>debug</h3><div class="tsd-signature tsd-kind-icon">debug<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/config.ts#L235">config.ts:235</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="debug" class="tsd-anchor"></a><h3>debug</h3><div class="tsd-signature tsd-kind-icon">debug<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/config.ts#L203">src/config.ts:203</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Print debug statements to console</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="face" class="tsd-anchor"></a><h3>face</h3><div class="tsd-signature tsd-kind-icon">face<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L271">config.ts:271</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="face" class="tsd-anchor"></a><h3>face</h3><div class="tsd-signature tsd-kind-icon">face<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L235">src/config.ts:235</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="FaceConfig.html">FaceConfig</a></p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="filter" class="tsd-anchor"></a><h3>filter</h3><div class="tsd-signature tsd-kind-icon">filter<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FilterConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FilterConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L265">config.ts:265</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Run input through image filters before inference</p>
-<ul>
-<li>image filters run with near-zero latency as they are executed on the GPU</li>
-</ul>
-</div><div><p><a href="FilterConfig.html">FilterConfig</a></p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="gesture" class="tsd-anchor"></a><h3>gesture</h3><div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="GestureConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GestureConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L268">config.ts:268</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="filter" class="tsd-anchor"></a><h3>filter</h3><div class="tsd-signature tsd-kind-icon">filter<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FilterConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FilterConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L229">src/config.ts:229</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+<p><a href="FilterConfig.html">FilterConfig</a></p>
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="gesture" class="tsd-anchor"></a><h3>gesture</h3><div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="GestureConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GestureConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L232">src/config.ts:232</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="GestureConfig.html">GestureConfig</a></p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hand" class="tsd-anchor"></a><h3>hand</h3><div class="tsd-signature tsd-kind-icon">hand<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L277">config.ts:277</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hand" class="tsd-anchor"></a><h3>hand</h3><div class="tsd-signature tsd-kind-icon">hand<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L241">src/config.ts:241</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="HandConfig.html">HandConfig</a></p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelBasePath" class="tsd-anchor"></a><h3>model<wbr/>Base<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Base<wbr/>Path<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/config.ts#L249">config.ts:249</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelBasePath" class="tsd-anchor"></a><h3>model<wbr/>Base<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Base<wbr/>Path<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/config.ts#L217">src/config.ts:217</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Base model path (typically starting with file://, http:// or https://) for all models</p>
 <ul>
 <li>individual modelPath values are relative to this path</li>
 </ul>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L280">config.ts:280</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L244">src/config.ts:244</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="ObjectConfig.html">ObjectConfig</a></p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><div class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L283">config.ts:283</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><div class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L247">src/config.ts:247</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="SegmentationConfig.html">SegmentationConfig</a></p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipAllowed" class="tsd-anchor"></a><h3>skip<wbr/>Allowed</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Allowed<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/config.ts#L258">config.ts:258</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipAllowed" class="tsd-anchor"></a><h3>skip<wbr/>Allowed</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Allowed<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/config.ts#L226">src/config.ts:226</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Internal Variable</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="warmup" class="tsd-anchor"></a><h3>warmup</h3><div class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;face&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;body&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;none&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;full&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L243">config.ts:243</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="warmup" class="tsd-anchor"></a><h3>warmup</h3><div class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;face&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;body&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;none&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;full&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L211">src/config.ts:211</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>What to use for <code>human.warmup()</code></p>
 <ul>
 <li>warmup pre-initializes all models for faster inference but can take significant time on startup</li>
 </ul>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="wasmPath" class="tsd-anchor"></a><h3>wasm<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">wasm<wbr/>Path<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/config.ts#L232">config.ts:232</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="wasmPath" class="tsd-anchor"></a><h3>wasm<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">wasm<wbr/>Path<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/config.ts#L200">src/config.ts:200</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Path to *.wasm files if backend is set to <code>wasm</code></p>
 <ul>
 <li>if not set, auto-detects to link to CDN <code>jsdelivr</code> when running in browser</li>
 </ul>
-</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Config.html" class="tsd-kind-icon">Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
+</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Config.html" class="tsd-kind-icon">Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/interfaces/DrawOptions.html
+++ b/typedoc/interfaces/DrawOptions.html
--- a/typedoc/interfaces/FaceAntiSpoofConfig.html
+++ b/typedoc/interfaces/FaceAntiSpoofConfig.html
@ -0,0 +1,7 @@
+<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceAntiSpoofConfig | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="FaceAntiSpoofConfig.html">FaceAntiSpoofConfig</a></li></ul><h1>Interface FaceAntiSpoofConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
+<p>Anti-spoofing part of face configuration</p>
+</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceAntiSpoofConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>is module enabled?</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>path to model json file</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>how many max frames to go without re-running model if cached results are acceptable</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>how many max miliseconds to go without re-running model if cached results are acceptable</p>
+</dd></dl></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceAntiSpoofConfig.html" class="tsd-kind-icon">Face<wbr/>Anti<wbr/>Spoof<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/interfaces/FaceConfig.html
+++ b/typedoc/interfaces/FaceConfig.html
--- a/typedoc/interfaces/FaceDescriptionConfig.html
+++ b/typedoc/interfaces/FaceDescriptionConfig.html
--- a/typedoc/interfaces/FaceDetectorConfig.html
+++ b/typedoc/interfaces/FaceDetectorConfig.html
--- a/typedoc/interfaces/FaceEmotionConfig.html
+++ b/typedoc/interfaces/FaceEmotionConfig.html
--- a/typedoc/interfaces/FaceIrisConfig.html
+++ b/typedoc/interfaces/FaceIrisConfig.html
@ -0,0 +1,7 @@
+<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceIrisConfig | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="FaceIrisConfig.html">FaceIrisConfig</a></li></ul><h1>Interface FaceIrisConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
+<p>Iris part of face configuration</p>
+</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceIrisConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>is module enabled?</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>path to model json file</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>how many max frames to go without re-running model if cached results are acceptable</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>how many max miliseconds to go without re-running model if cached results are acceptable</p>
+</dd></dl></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceIrisConfig.html" class="tsd-kind-icon">Face<wbr/>Iris<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/interfaces/FaceMeshConfig.html
+++ b/typedoc/interfaces/FaceMeshConfig.html
@ -0,0 +1,7 @@
+<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceMeshConfig | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="FaceMeshConfig.html">FaceMeshConfig</a></li></ul><h1>Interface FaceMeshConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
+<p>Mesh part of face configuration</p>
+</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceMeshConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>is module enabled?</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>path to model json file</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>how many max frames to go without re-running model if cached results are acceptable</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>how many max miliseconds to go without re-running model if cached results are acceptable</p>
+</dd></dl></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceMeshConfig.html" class="tsd-kind-icon">Face<wbr/>Mesh<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/interfaces/FaceResult.html
+++ b/typedoc/interfaces/FaceResult.html
--- a/typedoc/interfaces/FilterConfig.html
+++ b/typedoc/interfaces/FilterConfig.html
@ -4,48 +4,34 @@
 <li>available only in Browser environments</li>
 <li>image filters run with near-zero latency as they are executed on the GPU using WebGL</li>
 </ul>
-</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">FilterConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#brightness" class="tsd-kind-icon">brightness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#contrast" class="tsd-kind-icon">contrast</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#flip" class="tsd-kind-icon">flip</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#height" class="tsd-kind-icon">height</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#hue" class="tsd-kind-icon">hue</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#kodachrome" class="tsd-kind-icon">kodachrome</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#negative" class="tsd-kind-icon">negative</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#pixelate" class="tsd-kind-icon">pixelate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#polaroid" class="tsd-kind-icon">polaroid</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#saturation" class="tsd-kind-icon">saturation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sepia" class="tsd-kind-icon">sepia</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sharpness" class="tsd-kind-icon">sharpness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#technicolor" class="tsd-kind-icon">technicolor</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#vintage" class="tsd-kind-icon">vintage</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#width" class="tsd-kind-icon">width</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="blur" class="tsd-anchor"></a><h3>blur</h3><div class="tsd-signature tsd-kind-icon">blur<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/config.ts#L181">config.ts:181</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Range: 0 (no blur) to N (blur radius in pixels)</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="brightness" class="tsd-anchor"></a><h3>brightness</h3><div class="tsd-signature tsd-kind-icon">brightness<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/config.ts#L175">config.ts:175</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Range: -1 (darken) to 1 (lighten)</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="contrast" class="tsd-anchor"></a><h3>contrast</h3><div class="tsd-signature tsd-kind-icon">contrast<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/config.ts#L177">config.ts:177</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Range: -1 (reduce contrast) to 1 (increase contrast)</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<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/config.ts#L157">config.ts:157</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="flip" class="tsd-anchor"></a><h3>flip</h3><div class="tsd-signature tsd-kind-icon">flip<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/config.ts#L173">config.ts:173</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Flip input as mirror image</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="height" class="tsd-anchor"></a><h3>height</h3><div class="tsd-signature tsd-kind-icon">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/config.ts#L169">config.ts:169</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">FilterConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#brightness" class="tsd-kind-icon">brightness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#contrast" class="tsd-kind-icon">contrast</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#flip" class="tsd-kind-icon">flip</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#height" class="tsd-kind-icon">height</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#hue" class="tsd-kind-icon">hue</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#kodachrome" class="tsd-kind-icon">kodachrome</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#negative" class="tsd-kind-icon">negative</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#pixelate" class="tsd-kind-icon">pixelate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#polaroid" class="tsd-kind-icon">polaroid</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#saturation" class="tsd-kind-icon">saturation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sepia" class="tsd-kind-icon">sepia</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sharpness" class="tsd-kind-icon">sharpness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#technicolor" class="tsd-kind-icon">technicolor</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#vintage" class="tsd-kind-icon">vintage</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#width" class="tsd-kind-icon">width</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="blur" class="tsd-anchor"></a><h3>blur</h3><div class="tsd-signature tsd-kind-icon">blur<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/config.ts#L148">src/config.ts:148</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>range: 0 (no blur) to N (blur radius in pixels)</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="brightness" class="tsd-anchor"></a><h3>brightness</h3><div class="tsd-signature tsd-kind-icon">brightness<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/config.ts#L142">src/config.ts:142</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>range: -1 (darken) to 1 (lighten)</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="contrast" class="tsd-anchor"></a><h3>contrast</h3><div class="tsd-signature tsd-kind-icon">contrast<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/config.ts#L144">src/config.ts:144</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>range: -1 (reduce contrast) to 1 (increase contrast)</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<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/config.ts#L124">src/config.ts:124</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>are image filters enabled?</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="flip" class="tsd-anchor"></a><h3>flip</h3><div class="tsd-signature tsd-kind-icon">flip<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/config.ts#L140">src/config.ts:140</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>flip input as mirror image</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="height" class="tsd-anchor"></a><h3>height</h3><div class="tsd-signature tsd-kind-icon">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/config.ts#L136">src/config.ts:136</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Resize input height</p>
 <ul>
 <li>if both width and height are set to 0, there is no resizing</li>
 <li>if just one is set, second one is scaled automatically</li>
 <li>if both are set, values are used as-is</li>
 </ul>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hue" class="tsd-anchor"></a><h3>hue</h3><div class="tsd-signature tsd-kind-icon">hue<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/config.ts#L185">config.ts:185</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Range: 0 (no change) to 360 (hue rotation in degrees)</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="kodachrome" class="tsd-anchor"></a><h3>kodachrome</h3><div class="tsd-signature tsd-kind-icon">kodachrome<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/config.ts#L193">config.ts:193</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Image kodachrome colors</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="negative" class="tsd-anchor"></a><h3>negative</h3><div class="tsd-signature tsd-kind-icon">negative<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/config.ts#L187">config.ts:187</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Image negative</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="pixelate" class="tsd-anchor"></a><h3>pixelate</h3><div class="tsd-signature tsd-kind-icon">pixelate<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/config.ts#L199">config.ts:199</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Range: 0 (no pixelate) to N (number of pixels to pixelate)</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="polaroid" class="tsd-anchor"></a><h3>polaroid</h3><div class="tsd-signature tsd-kind-icon">polaroid<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/config.ts#L197">config.ts:197</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Image polaroid camera effect</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="return" class="tsd-anchor"></a><h3>return</h3><div class="tsd-signature tsd-kind-icon">return<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/config.ts#L171">config.ts:171</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Return processed canvas imagedata in result</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="saturation" class="tsd-anchor"></a><h3>saturation</h3><div class="tsd-signature tsd-kind-icon">saturation<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/config.ts#L183">config.ts:183</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Range: -1 (reduce saturation) to 1 (increase saturation)</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="sepia" class="tsd-anchor"></a><h3>sepia</h3><div class="tsd-signature tsd-kind-icon">sepia<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/config.ts#L189">config.ts:189</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Image sepia colors</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="sharpness" class="tsd-anchor"></a><h3>sharpness</h3><div class="tsd-signature tsd-kind-icon">sharpness<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/config.ts#L179">config.ts:179</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Range: 0 (no sharpening) to 1 (maximum sharpening)</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="technicolor" class="tsd-anchor"></a><h3>technicolor</h3><div class="tsd-signature tsd-kind-icon">technicolor<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/config.ts#L195">config.ts:195</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Image technicolor colors</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="vintage" class="tsd-anchor"></a><h3>vintage</h3><div class="tsd-signature tsd-kind-icon">vintage<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/config.ts#L191">config.ts:191</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Image vintage colors</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="width" class="tsd-anchor"></a><h3>width</h3><div class="tsd-signature tsd-kind-icon">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/config.ts#L163">config.ts:163</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hue" class="tsd-anchor"></a><h3>hue</h3><div class="tsd-signature tsd-kind-icon">hue<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/config.ts#L152">src/config.ts:152</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>range: 0 (no change) to 360 (hue rotation in degrees)</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="kodachrome" class="tsd-anchor"></a><h3>kodachrome</h3><div class="tsd-signature tsd-kind-icon">kodachrome<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/config.ts#L160">src/config.ts:160</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>image kodachrome colors</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="negative" class="tsd-anchor"></a><h3>negative</h3><div class="tsd-signature tsd-kind-icon">negative<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/config.ts#L154">src/config.ts:154</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>image negative</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="pixelate" class="tsd-anchor"></a><h3>pixelate</h3><div class="tsd-signature tsd-kind-icon">pixelate<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/config.ts#L166">src/config.ts:166</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>range: 0 (no pixelate) to N (number of pixels to pixelate)</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="polaroid" class="tsd-anchor"></a><h3>polaroid</h3><div class="tsd-signature tsd-kind-icon">polaroid<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/config.ts#L164">src/config.ts:164</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>image polaroid camera effect</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="return" class="tsd-anchor"></a><h3>return</h3><div class="tsd-signature tsd-kind-icon">return<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/config.ts#L138">src/config.ts:138</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>return processed canvas imagedata in result</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="saturation" class="tsd-anchor"></a><h3>saturation</h3><div class="tsd-signature tsd-kind-icon">saturation<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/config.ts#L150">src/config.ts:150</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>range: -1 (reduce saturation) to 1 (increase saturation)</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="sepia" class="tsd-anchor"></a><h3>sepia</h3><div class="tsd-signature tsd-kind-icon">sepia<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/config.ts#L156">src/config.ts:156</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>image sepia colors</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="sharpness" class="tsd-anchor"></a><h3>sharpness</h3><div class="tsd-signature tsd-kind-icon">sharpness<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/config.ts#L146">src/config.ts:146</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>range: 0 (no sharpening) to 1 (maximum sharpening)</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="technicolor" class="tsd-anchor"></a><h3>technicolor</h3><div class="tsd-signature tsd-kind-icon">technicolor<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/config.ts#L162">src/config.ts:162</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>image technicolor colors</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="vintage" class="tsd-anchor"></a><h3>vintage</h3><div class="tsd-signature tsd-kind-icon">vintage<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/config.ts#L158">src/config.ts:158</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>image vintage colors</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="width" class="tsd-anchor"></a><h3>width</h3><div class="tsd-signature tsd-kind-icon">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/config.ts#L130">src/config.ts:130</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Resize input width</p>
 <ul>
 <li>if both width and height are set to 0, there is no resizing</li>
 <li>if just one is set, second one is scaled automatically</li>
 <li>if both are set, values are used as-is</li>
 </ul>
-</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FilterConfig.html" class="tsd-kind-icon">Filter<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#brightness" class="tsd-kind-icon">brightness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#contrast" class="tsd-kind-icon">contrast</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#flip" class="tsd-kind-icon">flip</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#height" class="tsd-kind-icon">height</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#hue" class="tsd-kind-icon">hue</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#kodachrome" class="tsd-kind-icon">kodachrome</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#negative" class="tsd-kind-icon">negative</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#pixelate" class="tsd-kind-icon">pixelate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#polaroid" class="tsd-kind-icon">polaroid</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#saturation" class="tsd-kind-icon">saturation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sepia" class="tsd-kind-icon">sepia</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sharpness" class="tsd-kind-icon">sharpness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#technicolor" class="tsd-kind-icon">technicolor</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#vintage" class="tsd-kind-icon">vintage</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#width" class="tsd-kind-icon">width</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
+</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FilterConfig.html" class="tsd-kind-icon">Filter<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#brightness" class="tsd-kind-icon">brightness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#contrast" class="tsd-kind-icon">contrast</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#flip" class="tsd-kind-icon">flip</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#height" class="tsd-kind-icon">height</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#hue" class="tsd-kind-icon">hue</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#kodachrome" class="tsd-kind-icon">kodachrome</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#negative" class="tsd-kind-icon">negative</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#pixelate" class="tsd-kind-icon">pixelate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#polaroid" class="tsd-kind-icon">polaroid</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#saturation" class="tsd-kind-icon">saturation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sepia" class="tsd-kind-icon">sepia</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sharpness" class="tsd-kind-icon">sharpness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#technicolor" class="tsd-kind-icon">technicolor</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#vintage" class="tsd-kind-icon">vintage</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#width" class="tsd-kind-icon">width</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/interfaces/GenericConfig.html
+++ b/typedoc/interfaces/GenericConfig.html
--- a/typedoc/interfaces/GestureConfig.html
+++ b/typedoc/interfaces/GestureConfig.html
@ -1,3 +1,4 @@
 <!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="GestureConfig.html">GestureConfig</a></li></ul><h1>Interface GestureConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Controlls gesture detection</p>
-</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GestureConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<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/config.ts#L204">config.ts:204</a></li></ul></aside></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="GestureConfig.html" class="tsd-kind-icon">Gesture<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
+</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GestureConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<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/config.ts#L172">src/config.ts:172</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>is gesture detection enabled?</p>
+</dd></dl></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="GestureConfig.html" class="tsd-kind-icon">Gesture<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/interfaces/HandConfig.html
+++ b/typedoc/interfaces/HandConfig.html
--- a/typedoc/interfaces/HandResult.html
+++ b/typedoc/interfaces/HandResult.html
--- a/typedoc/interfaces/ObjectConfig.html
+++ b/typedoc/interfaces/ObjectConfig.html
--- a/typedoc/interfaces/ObjectResult.html
+++ b/typedoc/interfaces/ObjectResult.html
--- a/typedoc/interfaces/PersonResult.html
+++ b/typedoc/interfaces/PersonResult.html
--- a/typedoc/interfaces/Result.html
+++ b/typedoc/interfaces/Result.html
@ -1,22 +1,22 @@
 <!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Result | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="Result.html">Result</a></li></ul><h1>Interface Result</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
 <p>Result interface definition for <strong>Human</strong> library</p>
 </div><div><p>Contains all possible detection results</p>
-</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Result</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#canvas" class="tsd-kind-icon">canvas</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#performance" class="tsd-kind-icon">performance</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#persons" class="tsd-kind-icon">persons</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#timestamp" class="tsd-kind-icon">timestamp</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <a href="BodyResult.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyResult</a><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/result.ts#L189">result.ts:189</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Result</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#canvas" class="tsd-kind-icon">canvas</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#performance" class="tsd-kind-icon">performance</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#persons" class="tsd-kind-icon">persons</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#timestamp" class="tsd-kind-icon">timestamp</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <a href="BodyResult.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyResult</a><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/result.ts#L174">src/result.ts:174</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="BodyResult.html">BodyResult</a>: detection &amp; analysis results</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="canvas" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagOptional">Optional</span> canvas</h3><div class="tsd-signature tsd-kind-icon">canvas<span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L199">result.ts:199</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="canvas" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagOptional">Optional</span> canvas</h3><div class="tsd-signature tsd-kind-icon">canvas<span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L184">src/result.ts:184</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>optional processed canvas that can be used to draw input on screen</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="face" class="tsd-anchor"></a><h3>face</h3><div class="tsd-signature tsd-kind-icon">face<span class="tsd-signature-symbol">:</span> <a href="FaceResult.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceResult</a><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/result.ts#L187">result.ts:187</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="face" class="tsd-anchor"></a><h3>face</h3><div class="tsd-signature tsd-kind-icon">face<span class="tsd-signature-symbol">:</span> <a href="FaceResult.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceResult</a><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/result.ts#L172">src/result.ts:172</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="FaceResult.html">FaceResult</a>: detection &amp; analysis results</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="gesture" class="tsd-anchor"></a><h3>gesture</h3><div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <a href="../index.html#GestureResult" class="tsd-signature-type" data-tsd-kind="Type alias">GestureResult</a><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/result.ts#L193">result.ts:193</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="gesture" class="tsd-anchor"></a><h3>gesture</h3><div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <a href="../index.html#GestureResult" class="tsd-signature-type" data-tsd-kind="Type alias">GestureResult</a><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/result.ts#L178">src/result.ts:178</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="../index.html#GestureResult">GestureResult</a>: detection &amp; analysis results</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hand" class="tsd-anchor"></a><h3>hand</h3><div class="tsd-signature tsd-kind-icon">hand<span class="tsd-signature-symbol">:</span> <a href="HandResult.html" class="tsd-signature-type" data-tsd-kind="Interface">HandResult</a><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/result.ts#L191">result.ts:191</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hand" class="tsd-anchor"></a><h3>hand</h3><div class="tsd-signature tsd-kind-icon">hand<span class="tsd-signature-symbol">:</span> <a href="HandResult.html" class="tsd-signature-type" data-tsd-kind="Interface">HandResult</a><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/result.ts#L176">src/result.ts:176</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="HandResult.html">HandResult</a>: detection &amp; analysis results</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <a href="ObjectResult.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectResult</a><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/result.ts#L195">result.ts:195</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <a href="ObjectResult.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectResult</a><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/result.ts#L180">src/result.ts:180</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p><a href="ObjectResult.html">ObjectResult</a>: detection &amp; analysis results</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="performance" class="tsd-anchor"></a><h3>performance</h3><div class="tsd-signature tsd-kind-icon">performance<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L197">result.ts:197</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="performance" class="tsd-anchor"></a><h3>performance</h3><div class="tsd-signature tsd-kind-icon">performance<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/result.ts#L182">src/result.ts:182</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>global performance object with timing values for each operation</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="persons" class="tsd-anchor"></a><h3>persons</h3><div class="tsd-signature tsd-kind-icon">persons<span class="tsd-signature-symbol">:</span> <a href="PersonResult.html" class="tsd-signature-type" data-tsd-kind="Interface">PersonResult</a><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/result.ts#L203">result.ts:203</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="persons" class="tsd-anchor"></a><h3>persons</h3><div class="tsd-signature tsd-kind-icon">persons<span class="tsd-signature-symbol">:</span> <a href="PersonResult.html" class="tsd-signature-type" data-tsd-kind="Interface">PersonResult</a><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/result.ts#L188">src/result.ts:188</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>getter property that returns unified persons object</p>
-</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="timestamp" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagReadonly">Readonly</span> timestamp</h3><div class="tsd-signature tsd-kind-icon">timestamp<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/result.ts#L201">result.ts:201</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
+</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="timestamp" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagReadonly">Readonly</span> timestamp</h3><div class="tsd-signature tsd-kind-icon">timestamp<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/result.ts#L186">src/result.ts:186</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
 <p>timestamp of detection representing the milliseconds elapsed since the UNIX epoch</p>
-</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Result.html" class="tsd-kind-icon">Result</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#canvas" class="tsd-kind-icon">canvas</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#performance" class="tsd-kind-icon">performance</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#persons" class="tsd-kind-icon">persons</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#timestamp" class="tsd-kind-icon">timestamp</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
+</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Result.html" class="tsd-kind-icon">Result</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#canvas" class="tsd-kind-icon">canvas</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#performance" class="tsd-kind-icon">performance</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#persons" class="tsd-kind-icon">persons</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Result.html#timestamp" class="tsd-kind-icon">timestamp</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/interfaces/SegmentationConfig.html
+++ b/typedoc/interfaces/SegmentationConfig.html
@ -1,14 +1,12 @@
 <!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>SegmentationConfig | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="SegmentationConfig.html">SegmentationConfig</a></li></ul><h1>Interface SegmentationConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
-<p>Controlls and configures all body segmentation module
+<p>Configures all body segmentation module
 removes background from input containing person
 if segmentation is enabled it will run as preprocessing task before any other model
 alternatively leave it disabled and use it on-demand using human.segmentation method which can
 remove background or replace it with user-provided background</p>
-</div><div><ul>
-<li>enabled: true/false</li>
-<li>modelPath: object detection model, can be absolute path or relative to modelBasePath</li>
-<li>blur: blur segmentation output by <number> pixels for more realistic image</li>
-</ul>
-<p>Changing <code>modelPath</code> will change module responsible for hand detection and tracking
-Allowed values are <code>selfie.json</code> and <code>meet.json</code></p>
-</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">SegmentationConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="blur" class="tsd-anchor"></a><h3>blur</h3><div class="tsd-signature tsd-kind-icon">blur<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/config.ts#L149">config.ts:149</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<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/config.ts#L147">config.ts:147</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<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/config.ts#L148">config.ts:148</a></li></ul></aside></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="SegmentationConfig.html" class="tsd-kind-icon">Segmentation<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
+</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">SegmentationConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="blur" class="tsd-anchor"></a><h3>blur</h3><div class="tsd-signature tsd-kind-icon">blur<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/config.ts#L115">src/config.ts:115</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>blur segmentation output by <number> pixels for more realistic image</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>is module enabled?</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>path to model json file</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>how many max frames to go without re-running model if cached results are acceptable</p>
+</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>property</dt><dd><p>how many max miliseconds to go without re-running model if cached results are acceptable</p>
+</dd></dl></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="SegmentationConfig.html" class="tsd-kind-icon">Segmentation<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/typedoc/modules/Tensor.html
+++ b/typedoc/modules/Tensor.html
@ -0,0 +1 @@
+<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Tensor | @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="Tensor.html">Tensor</a></li></ul><h1>Namespace Tensor</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class="current tsd-kind-namespace"><a href="Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
--- a/types/src/config.d.ts
+++ b/types/src/config.d.ts
@ -1,47 +1,50 @@
+/** Generic config type inherited by all module types */
 export interface GenericConfig {
+    /** @property is module enabled? */
    enabled: boolean;
+    /** @property path to model json file */
    modelPath: string;
+    /** @property how many max frames to go without re-running model if cached results are acceptable */
    skipFrames: number;
+    /** @property how many max miliseconds to go without re-running model if cached results are acceptable */
    skipTime: number;
 }
 /** Dectector part of face configuration */
 export interface FaceDetectorConfig extends GenericConfig {
+    /** @property is face rotation correction performed after detecting face? */
    rotation: boolean;
+    /** @property maximum number of detected faces */
    maxDetected: number;
+    /** @property minimum confidence for a detected face before results are discarded */
    minConfidence: number;
+    /** @property minimum overlap between two detected faces before one is discarded */
    iouThreshold: number;
+    /** @property should face detection return face tensor to be used in some other extenrnal model? */
    return: boolean;
 }
 /** Mesh part of face configuration */
-export declare type FaceMeshConfig = GenericConfig;
+export interface FaceMeshConfig extends GenericConfig {
+}
 /** Iris part of face configuration */
-export declare type FaceIrisConfig = GenericConfig;
+export interface FaceIrisConfig extends GenericConfig {
+}
 /** Description or face embedding part of face configuration
 * - also used by age and gender detection
 */
 export interface FaceDescriptionConfig extends GenericConfig {
+    /** @property minimum confidence for a detected face before results are discarded */
    minConfidence: number;
 }
 /** Emotion part of face configuration */
 export interface FaceEmotionConfig extends GenericConfig {
+    /** @property minimum confidence for a detected face before results are discarded */
    minConfidence: number;
 }
-/** Emotion part of face configuration */
-export declare type FaceAntiSpoofConfig = GenericConfig;
-/** Controlls and configures all face-specific options:
- * - face detection, face mesh detection, age, gender, emotion detection and face description
- *
- * Parameters:
- * - enabled: true/false
- * - modelPath: path for each of face models
- * - minConfidence: threshold for discarding a prediction
- * - iouThreshold: ammount of overlap between two detected objects before one object is removed
- * - maxDetected: maximum number of faces detected in the input, should be set to the minimum number for performance
- * - rotation: use calculated rotated face image or just box with rotation as-is, false means higher performance, but incorrect mesh mapping on higher face angles
- * - return: return extracted face as tensor for futher user processing, in which case user is reponsible for manually disposing the tensor
-*/
-export interface FaceConfig {
-    enabled: boolean;
+/** Anti-spoofing part of face configuration */
+export interface FaceAntiSpoofConfig extends GenericConfig {
+}
+/** Configures all face-specific options: face detection, mesh analysis, age, gender, emotion detection and face description */
+export interface FaceConfig extends GenericConfig {
    detector: Partial<FaceDetectorConfig>;
    mesh: Partial<FaceMeshConfig>;
    iris: Partial<FaceIrisConfig>;
@ -49,89 +52,55 @@ export interface FaceConfig {
    emotion: Partial<FaceEmotionConfig>;
    antispoof: Partial<FaceAntiSpoofConfig>;
 }
-/** Controlls and configures all body detection specific options
- *
- * Parameters:
- * - enabled: true/false
- * - modelPath: body pose model, can be absolute path or relative to modelBasePath
- * - minConfidence: threshold for discarding a prediction
- * - maxDetected: maximum number of people detected in the input, should be set to the minimum number for performance
- * - detector: optional body detector
- *
- * `maxDetected` is valid for `posenet` and `movenet-multipose` as other models are single-pose only
- * `maxDetected` can be set to -1 to auto-detect based on number of detected faces
- *
- * Changing `modelPath` will change module responsible for hand detection and tracking
- * Allowed values are `posenet.json`, `blazepose.json`, `efficientpose.json`, `movenet-lightning.json`, `movenet-thunder.json`, `movenet-multipose.json`
-*/
+/** Configures all body detection specific options */
 export interface BodyConfig extends GenericConfig {
+    /** @property maximum numboer of detected bodies */
    maxDetected: number;
+    /** @property minimum confidence for a detected body before results are discarded */
    minConfidence: number;
    detector?: {
+        /** @property path to optional body detector model json file */
        modelPath: string;
    };
 }
-/** Controls and configures all hand detection specific options
- *
- * Parameters:
- * - enabled: true/false
- * - landmarks: detect hand landmarks or just hand boundary box
- * - modelPath: paths for hand detector and hand skeleton models, can be absolute path or relative to modelBasePath
- * - minConfidence: threshold for discarding a prediction
- * - iouThreshold: ammount of overlap between two detected objects before one object is removed
- * - maxDetected: maximum number of hands detected in the input, should be set to the minimum number for performance
- * - rotation: use best-guess rotated hand image or just box with rotation as-is, false means higher performance, but incorrect finger mapping if hand is inverted
- *
- * `maxDetected` can be set to -1 to auto-detect based on number of detected faces
- *
- * Changing `detector.modelPath` will change module responsible for hand detection and tracking
- * Allowed values are `handdetect.json` and `handtrack.json`
-*/
+/** Configures all hand detection specific options */
 export interface HandConfig extends GenericConfig {
+    /** @property should hand rotation correction be performed after hand detection? */
    rotation: boolean;
+    /** @property minimum confidence for a detected hand before results are discarded */
    minConfidence: number;
+    /** @property minimum overlap between two detected hands before one is discarded */
    iouThreshold: number;
+    /** @property maximum number of detected hands */
    maxDetected: number;
+    /** @property should hand landmarks be detected or just return detected hand box */
    landmarks: boolean;
    detector: {
+        /** @property path to hand detector model json */
        modelPath?: string;
    };
    skeleton: {
+        /** @property path to hand skeleton model json */
        modelPath?: string;
    };
 }
-/** Controlls and configures all object detection specific options
- * - enabled: true/false
- * - modelPath: object detection model, can be absolute path or relative to modelBasePath
- * - minConfidence: minimum score that detection must have to return as valid object
- * - iouThreshold: ammount of overlap between two detected objects before one object is removed
- * - maxDetected: maximum number of detections to return
- *
- * Changing `modelPath` will change module responsible for hand detection and tracking
- * Allowed values are `mb3-centernet.json` and `nanodet.json`
-*/
+/** Configures all object detection specific options */
 export interface ObjectConfig extends GenericConfig {
+    /** @property minimum confidence for a detected objects before results are discarded */
    minConfidence: number;
+    /** @property minimum overlap between two detected objects before one is discarded */
    iouThreshold: number;
+    /** @property maximum number of detected objects */
    maxDetected: number;
 }
-/** Controlls and configures all body segmentation module
+/** Configures all body segmentation module
 * removes background from input containing person
 * if segmentation is enabled it will run as preprocessing task before any other model
 * alternatively leave it disabled and use it on-demand using human.segmentation method which can
 * remove background or replace it with user-provided background
- *
- * - enabled: true/false
- * - modelPath: object detection model, can be absolute path or relative to modelBasePath
- * - blur: blur segmentation output by <number> pixels for more realistic image
- *
- * Changing `modelPath` will change module responsible for hand detection and tracking
- * Allowed values are `selfie.json` and `meet.json`
-
 */
-export interface SegmentationConfig {
-    enabled: boolean;
-    modelPath: string;
+export interface SegmentationConfig extends GenericConfig {
+    /** @property blur segmentation output by <number> pixels for more realistic image */
    blur: number;
 }
 /** Run input through image filters before inference
@ -139,6 +108,7 @@ export interface SegmentationConfig {
 * - image filters run with near-zero latency as they are executed on the GPU using WebGL
 */
 export interface FilterConfig {
+    /** @property are image filters enabled? */
    enabled: boolean;
    /** Resize input width
    * - if both width and height are set to 0, there is no resizing
@ -152,39 +122,40 @@ export interface FilterConfig {
    * - if both are set, values are used as-is
    */
    height: number;
-    /** Return processed canvas imagedata in result */
+    /** @property return processed canvas imagedata in result */
    return: boolean;
-    /** Flip input as mirror image */
+    /** @property flip input as mirror image */
    flip: boolean;
-    /** Range: -1 (darken) to 1 (lighten) */
+    /** @property range: -1 (darken) to 1 (lighten) */
    brightness: number;
-    /** Range: -1 (reduce contrast) to 1 (increase contrast) */
+    /** @property range: -1 (reduce contrast) to 1 (increase contrast) */
    contrast: number;
-    /** Range: 0 (no sharpening) to 1 (maximum sharpening) */
+    /** @property range: 0 (no sharpening) to 1 (maximum sharpening) */
    sharpness: number;
-    /** Range: 0 (no blur) to N (blur radius in pixels) */
+    /** @property range: 0 (no blur) to N (blur radius in pixels) */
    blur: number;
-    /** Range: -1 (reduce saturation) to 1 (increase saturation) */
+    /** @property range: -1 (reduce saturation) to 1 (increase saturation) */
    saturation: number;
-    /** Range: 0 (no change) to 360 (hue rotation in degrees) */
+    /** @property range: 0 (no change) to 360 (hue rotation in degrees) */
    hue: number;
-    /** Image negative */
+    /** @property image negative */
    negative: boolean;
-    /** Image sepia colors */
+    /** @property image sepia colors */
    sepia: boolean;
-    /** Image vintage colors */
+    /** @property image vintage colors */
    vintage: boolean;
-    /** Image kodachrome colors */
+    /** @property image kodachrome colors */
    kodachrome: boolean;
-    /** Image technicolor colors */
+    /** @property image technicolor colors */
    technicolor: boolean;
-    /** Image polaroid camera effect */
+    /** @property image polaroid camera effect */
    polaroid: boolean;
-    /** Range: 0 (no pixelate) to N (number of pixels to pixelate) */
+    /** @property range: 0 (no pixelate) to N (number of pixels to pixelate) */
    pixelate: number;
 }
 /** Controlls gesture detection */
 export interface GestureConfig {
+    /** @property is gesture detection enabled? */
    enabled: boolean;
 }
 /**
@ -230,11 +201,7 @@ export interface Config {
    cacheSensitivity: number;
    /** Internal Variable */
    skipAllowed: boolean;
-    /** Run input through image filters before inference
-     * - image filters run with near-zero latency as they are executed on the GPU
-     *
-     * {@link FilterConfig}
-    */
+    /** {@link FilterConfig} */
    filter: Partial<FilterConfig>;
    /** {@link GestureConfig} */
    gesture: Partial<GestureConfig>;
@ -249,10 +216,7 @@ export interface Config {
    /** {@link SegmentationConfig} */
    segmentation: Partial<SegmentationConfig>;
 }
-/**
- * [See all default Config values...](https://github.com/vladmandic/human/blob/main/src/config.ts#L244)
- *
- */
+/** - [See all default Config values...](https://github.com/vladmandic/human/blob/main/src/config.ts#L250) */
 declare const config: Config;
 export { config as defaults };
 //# sourceMappingURL=config.d.ts.map
--- a/types/src/config.d.ts.map
+++ b/types/src/config.d.ts.map
@ -1 +1 @@
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--- a/types/src/exports.d.ts
+++ b/types/src/exports.d.ts
@ -0,0 +1,33 @@
+import type { Tensor } from './tfjs/types';
+import type { env } from './util/env';
+export * from './config';
+export * from './result';
+export type { Tensor } from './tfjs/types';
+export type { DrawOptions } from './util/draw';
+export type { Descriptor } from './face/match';
+export type { Box, Point } from './result';
+export type { Models } from './models';
+export type { Env } from './util/env';
+export type { FaceGesture, BodyGesture, HandGesture, IrisGesture } from './gesture/gesture';
+export { env } from './util/env';
+/** Events dispatched by `human.events`
+ * - `create`: triggered when Human object is instantiated
+ * - `load`: triggered when models are loaded (explicitly or on-demand)
+ * - `image`: triggered when input image is processed
+ * - `result`: triggered when detection is complete
+ * - `warmup`: triggered when warmup is complete
+ */
+export declare type Events = 'create' | 'load' | 'image' | 'result' | 'warmup' | 'error';
+/** Defines all possible canvas types */
+export declare type AnyCanvas = HTMLCanvasElement | OffscreenCanvas;
+/** Defines all possible image types */
+export declare type AnyImage = HTMLImageElement | typeof Image;
+/** Defines all possible video types */
+export declare type AnyVideo = HTMLMediaElement | HTMLVideoElement;
+/** Defines all possible image objects */
+export declare type ImageObjects = ImageData | ImageBitmap;
+/** Defines possible externally defined canvas */
+export declare type ExternalCanvas = typeof env.Canvas;
+/** Defines all possible input types for **Human** detection */
+export declare type Input = Tensor | AnyCanvas | AnyImage | AnyVideo | ImageObjects | ExternalCanvas;
+//# sourceMappingURL=exports.d.ts.map
--- a/types/src/exports.d.ts.map
+++ b/types/src/exports.d.ts.map
@ -0,0 +1 @@
+{"version":3,"file":"exports.d.ts","sourceRoot":"","sources":["../../src/exports.ts"],"names":[],"mappings":"AAAA,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,cAAc,CAAC;AAC3C,OAAO,KAAK,EAAE,GAAG,EAAE,MAAM,YAAY,CAAC;AAEtC,cAAc,UAAU,CAAC;AACzB,cAAc,UAAU,CAAC;AAEzB,YAAY,EAAE,MAAM,EAAE,MAAM,cAAc,CAAC;AAC3C,YAAY,EAAE,WAAW,EAAE,MAAM,aAAa,CAAC;AAC/C,YAAY,EAAE,UAAU,EAAE,MAAM,cAAc,CAAC;AAC/C,YAAY,EAAE,GAAG,EAAE,KAAK,EAAE,MAAM,UAAU,CAAC;AAC3C,YAAY,EAAE,MAAM,EAAE,MAAM,UAAU,CAAC;AACvC,YAAY,EAAE,GAAG,EAAE,MAAM,YAAY,CAAC;AACtC,YAAY,EAAE,WAAW,EAAE,WAAW,EAAE,WAAW,EAAE,WAAW,EAAE,MAAM,mBAAmB,CAAC;AAC5F,OAAO,EAAE,GAAG,EAAE,MAAM,YAAY,CAAC;AAEjC;;;;;;GAMG;AACH,oBAAY,MAAM,GAAG,QAAQ,GAAG,MAAM,GAAG,OAAO,GAAG,QAAQ,GAAG,QAAQ,GAAG,OAAO,CAAC;AAEjF,wCAAwC;AACxC,oBAAY,SAAS,GAAG,iBAAiB,GAAG,eAAe,CAAC;AAC5D,uCAAuC;AACvC,oBAAY,QAAQ,GAAG,gBAAgB,GAAG,OAAO,KAAK,CAAA;AACtD,uCAAuC;AACvC,oBAAY,QAAQ,GAAG,gBAAgB,GAAG,gBAAgB,CAAA;AAC1D,yCAAyC;AACzC,oBAAY,YAAY,GAAG,SAAS,GAAG,WAAW,CAAA;AAClD,iDAAiD;AACjD,oBAAY,cAAc,GAAG,OAAO,GAAG,CAAC,MAAM,CAAC;AAC/C,+DAA+D;AAC/D,oBAAY,KAAK,GAAG,MAAM,GAAG,SAAS,GAAG,QAAQ,GAAG,QAAQ,GAAG,YAAY,GAAG,cAAc,CAAC"}
--- a/types/src/face/match.d.ts
+++ b/types/src/face/match.d.ts
@ -1,20 +1,24 @@
-/** Defines Descriptor type */
+/** Face descriptor type as number array */
 export declare type Descriptor = Array<number>;
 /** Calculates distance between two descriptors
- *  - Minkowski distance algorithm of nth order if `order` is different than 2
- *  - Euclidean distance if `order` is 2 (default)
- *
- * Options:
- * - `order`
- * - `multiplier` factor by how much to enhance difference analysis in range of 1..100
- *
- * Note: No checks are performed for performance reasons so make sure to pass valid number arrays of equal length
+ * @param {object} options
+ * @param {number} options.order algorithm to use
+ * - Euclidean distance if `order` is 2 (default), Minkowski distance algorithm of nth order if `order` is higher than 2
+ * @param {number} options.multiplier by how much to enhance difference analysis in range of 1..100
+ * - default is 20 which normalizes results to similarity above 0.5 can be considered a match
+ * @returns {number}
 */
 export declare function distance(descriptor1: Descriptor, descriptor2: Descriptor, options?: {
    order: number;
    multiplier: number;
 }): number;
-/** Calculates normalized similarity between two descriptors based on their `distance`
+/** Calculates normalized similarity between two face descriptors based on their `distance`
+ * @param {object} options
+ * @param {number} options.order algorithm to use
+ * - Euclidean distance if `order` is 2 (default), Minkowski distance algorithm of nth order if `order` is higher than 2
+ * @param {number} options.multiplier by how much to enhance difference analysis in range of 1..100
+ * - default is 20 which normalizes results to similarity above 0.5 can be considered a match
+ * @returns {number} similarity between two face descriptors normalized to 0..1 range where 0 is no similarity and 1 is perfect similarity
 */
 export declare function similarity(descriptor1: Descriptor, descriptor2: Descriptor, options?: {
    order: number;
@ -23,13 +27,10 @@ export declare function similarity(descriptor1: Descriptor, descriptor2: Descrip
 /** Matches given descriptor to a closest entry in array of descriptors
 * @param descriptor face descriptor
 * @param descriptors array of face descriptors to commpare given descriptor to
- *
- * Options:
- * - `threshold` match will return result first result for which {@link distance} is below `threshold` even if there may be better results
- * - `order` see {@link distance} method
- * - `multiplier` see {@link distance} method
- *
- * @returns object with index, distance and similarity
+ * @param {object} options
+ * @param {number} options.order see {@link similarity}
+ * @param {number} options.multiplier see {@link similarity}
+ * @returns {object}
 * - `index` index array index where best match was found or -1 if no matches
 * - {@link distance} calculated `distance` of given descriptor to the best match
 * - {@link similarity} calculated normalized `similarity` of given descriptor to the best match
--- a/types/src/face/match.d.ts.map
+++ b/types/src/face/match.d.ts.map
@ -1 +1 @@
-{"version":3,"file":"match.d.ts","sourceRoot":"","sources":["../../../src/face/match.ts"],"names":[],"mappings":"AAAA,8BAA8B;AAC9B,oBAAY,UAAU,GAAG,KAAK,CAAC,MAAM,CAAC,CAAA;AAEtC;;;;;;;;;GASG;AACH,wBAAgB,QAAQ,CAAC,WAAW,EAAE,UAAU,EAAE,WAAW,EAAE,UAAU,EAAE,OAAO;;;CAA+B,UAQhH;AAED;GACG;AACH,wBAAgB,UAAU,CAAC,WAAW,EAAE,UAAU,EAAE,WAAW,EAAE,UAAU,EAAE,OAAO;;;CAA+B,UAKlH;AAED;;;;;;;;;;;;;EAaE;AACF,wBAAgB,KAAK,CAAC,UAAU,EAAE,UAAU,EAAE,WAAW,EAAE,KAAK,CAAC,UAAU,CAAC,EAAE,OAAO;;;;CAA6C;;;;EAgBjI"}
+{"version":3,"file":"match.d.ts","sourceRoot":"","sources":["../../../src/face/match.ts"],"names":[],"mappings":"AAAA,2CAA2C;AAC3C,oBAAY,UAAU,GAAG,KAAK,CAAC,MAAM,CAAC,CAAA;AAEtC;;;;;;;GAOG;AACH,wBAAgB,QAAQ,CAAC,WAAW,EAAE,UAAU,EAAE,WAAW,EAAE,UAAU,EAAE,OAAO;;;CAA+B,UAQhH;AAED;;;;;;;GAOG;AACH,wBAAgB,UAAU,CAAC,WAAW,EAAE,UAAU,EAAE,WAAW,EAAE,UAAU,EAAE,OAAO;;;CAA+B,UAKlH;AAED;;;;;;;;;;EAUE;AACF,wBAAgB,KAAK,CAAC,UAAU,EAAE,UAAU,EAAE,WAAW,EAAE,KAAK,CAAC,UAAU,CAAC,EAAE,OAAO;;;;CAA6C;;;;EAgBjI"}
--- a/types/src/human.d.ts
+++ b/types/src/human.d.ts
@ -1,52 +1,25 @@
 /**
 * Human main module
+ * @author <https://github.com/vladmandic>
 */
 import { Env } from './util/env';
 import * as tf from '../dist/tfjs.esm.js';
 import * as draw from './util/draw';
 import * as facemesh from './face/facemesh';
-import * as image from './image/image';
 import * as match from './face/match';
 import * as models from './models';
-import type { Result } from './result';
-import type { Tensor } from './tfjs/types';
-import type { DrawOptions } from './util/draw';
-import type { Input } from './image/image';
-import type { Config } from './config';
-/** Defines configuration options used by all **Human** methods */
-export * from './config';
-/** Defines result types returned by all **Human** methods */
-export * from './result';
-/** Defines DrawOptions used by `human.draw.*` methods */
-export type { DrawOptions } from './util/draw';
-export { env, Env } from './util/env';
-/** Face descriptor type as number array */
-export type { Descriptor } from './face/match';
-/** Box and Point primitives */
-export { Box, Point } from './result';
-/** Defines all possible models used by **Human** library */
-export { Models } from './models';
-/** Defines all possible input types for **Human** detection */
-export { Input } from './image/image';
-/** Events dispatched by `human.events`
- *
- * - `create`: triggered when Human object is instantiated
- * - `load`: triggered when models are loaded (explicitly or on-demand)
- * - `image`: triggered when input image is processed
- * - `result`: triggered when detection is complete
- * - `warmup`: triggered when warmup is complete
- */
-export declare type Events = 'create' | 'load' | 'image' | 'result' | 'warmup' | 'error';
-/** Error message
- * @typedef Error Type
- */
-export declare type Error = {
-    error: string;
-};
-/** Instance of TensorFlow/JS
- * @external
+import type { Input, Tensor, DrawOptions, Config, Result } from './exports';
+export * from './exports';
+/** Instance of TensorFlow/JS used by Human
+ * - Can be TFJS that is bundled with `Human` or a manually imported TFJS library
+ * @external [API](https://js.tensorflow.org/api/latest/)
 */
 export declare type TensorFlow = typeof tf;
+/** Error message */
+export declare type Error = {
+    /** @property error message */
+    error: string;
+};
 /** **Human** library main class
 *
 * All methods and properties are available only as members of Human class
@ -56,20 +29,18 @@ export declare type TensorFlow = typeof tf;
 * - Possible inputs: {@link Input}
 *
 * @param userConfig: {@link Config}
- * @return instance
+ * @returns instance of {@link Human}
 */
 export declare class Human {
    #private;
    /** Current version of Human library in *semver* format */
    version: string;
    /** Current configuration
-     * - Definition: {@link Config}
-     * - Defaults: [config](https://github.com/vladmandic/human/blob/main/src/config.ts#L292)
+     * - Defaults: [config](https://github.com/vladmandic/human/blob/main/src/config.ts#L250)
     */
    config: Config;
    /** Last known result of detect run
     * - Can be accessed anytime after initial detection
-     * - Definition: {@link Result}
    */
    result: Result;
    /** Current state of Human library
@ -92,12 +63,7 @@ export declare class Human {
    /** Object containing environment information used for diagnostics */
    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
-     * - body: draw detected people and body parts
-     * - hand: draw detected hands and hand parts
-     * - canvas: draw processed canvas which is a processed copy of the input
-     * - all: meta-function that performs: canvas, face, body, hand
+     * @property options global settings for all draw operations, can be overriden for each draw method {@link DrawOptions}
     */
    draw: {
        canvas: typeof draw.canvas;
@ -116,7 +82,7 @@ export declare class Human {
    */
    models: models.Models;
    /** Container for events dispatched by Human
-     *
+     * {@type} EventTarget
     * Possible events:
     * - `create`: triggered when Human object is instantiated
     * - `load`: triggered when models are loaded (explicitly or on-demand)
@ -136,9 +102,8 @@ export declare class Human {
    gl: Record<string, unknown>;
    /** Constructor for **Human** library that is futher used for all operations
     *
-     * @param userConfig: {@link Config}
-     *
-     * @return instance: {@link Human}
+     * @param {Config} userConfig
+     * @returns {Human}
     */
    constructor(userConfig?: Partial<Config>);
    /** @hidden */
@ -160,24 +125,25 @@ export declare class Human {
    /** Process input as return canvas and tensor
     *
     * @param input: {@link Input}
+     * @param {boolean} input.getTensor should image processing also return tensor or just canvas
     * @returns { tensor, canvas }
     */
    image(input: Input, getTensor?: boolean): {
        tensor: Tensor<import("@tensorflow/tfjs-core").Rank> | null;
-        canvas: image.AnyCanvas | null;
+        canvas: import("./exports").AnyCanvas | null;
    };
    /** Segmentation method takes any input and returns processed canvas with body segmentation
-     *  - Optional parameter background is used to fill the background with specific input
     *  - Segmentation is not triggered as part of detect process
     *
     *  Returns:
-     *  - `data` as raw data array with per-pixel segmentation values
-     *  - `canvas` as canvas which is input image filtered with segementation data and optionally merged with background image. canvas alpha values are set to segmentation values for easy merging
-     *  - `alpha` as grayscale canvas that represents segmentation alpha values
     *
     * @param input: {@link Input}
     * @param background?: {@link Input}
-     * @returns { data, canvas, alpha }
+     *  - Optional parameter background is used to fill the background with specific input
+     * @returns {object}
+     *  - `data` as raw data array with per-pixel segmentation values
+     *  - `canvas` as canvas which is input image filtered with segementation data and optionally merged with background image. canvas alpha values are set to segmentation values for easy merging
+     *  - `alpha` as grayscale canvas that represents segmentation alpha values
     */
    segmentation(input: Input, background?: Input): Promise<{
        data: number[];
@ -195,7 +161,7 @@ export declare class Human {
     *  - Call to explictly register and initialize TFJS backend without any other operations
     *  - Use when changing backend during runtime
     *
-     * @return Promise<void>
+     * @returns {void}
     */
    init(): Promise<void>;
    /** Load method preloads all configured models on-demand
--- a/types/src/human.d.ts.map
+++ b/types/src/human.d.ts.map
@ -1 +1 @@
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--- a/types/src/image/image.d.ts
+++ b/types/src/image/image.d.ts
@ -1,11 +1,7 @@
 /**
 * Image Processing algorithm implementation
 */
-import type { Tensor } from '../tfjs/types';
-import type { Config } from '../config';
-import { env } from '../util/env';
-export declare type Input = Tensor | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas | typeof Image | typeof env.Canvas;
-export declare type AnyCanvas = HTMLCanvasElement | OffscreenCanvas;
+import type { Input, AnyCanvas, Tensor, Config } from '../exports';
 export declare function canvas(width: any, height: any): AnyCanvas;
 export declare function copy(input: AnyCanvas, output?: AnyCanvas): AnyCanvas;
 export declare function process(input: Input, config: Config, getTensor?: boolean): {
--- a/types/src/image/image.d.ts.map
+++ b/types/src/image/image.d.ts.map
@ -1 +1 @@
-{"version":3,"file":"image.d.ts","sourceRoot":"","sources":["../../../src/image/image.ts"],"names":[],"mappings":"AAAA;;GAEG;AAIH,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AAC5C,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AACxC,OAAO,EAAE,GAAG,EAAE,MAAM,aAAa,CAAC;AAGlC,oBAAY,KAAK,GAAG,MAAM,GAAG,SAAS,GAAG,WAAW,GAAG,gBAAgB,GAAG,gBAAgB,GAAG,gBAAgB,GAAG,iBAAiB,GAAG,eAAe,GAAG,OAAO,KAAK,GAAG,OAAO,GAAG,CAAC,MAAM,CAAC;AACvL,oBAAY,SAAS,GAAG,iBAAiB,GAAG,eAAe,CAAC;AAU5D,wBAAgB,MAAM,CAAC,KAAK,KAAA,EAAE,MAAM,KAAA,GAAG,SAAS,CAkB/C;AAGD,wBAAgB,IAAI,CAAC,KAAK,EAAE,SAAS,EAAE,MAAM,CAAC,EAAE,SAAS,aAKxD;AAKD,wBAAgB,OAAO,CAAC,KAAK,EAAE,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,SAAS,GAAE,OAAc,GAAG;IAAE,MAAM,EAAE,MAAM,GAAG,IAAI,CAAC;IAAC,MAAM,EAAE,SAAS,GAAG,IAAI,CAAA;CAAE,CA8JpI;AAkCD,wBAAsB,IAAI,CAAC,MAAM,KAAA,EAAE,KAAK,EAAE,MAAM,oBAY/C"}
+{"version":3,"file":"image.d.ts","sourceRoot":"","sources":["../../../src/image/image.ts"],"names":[],"mappings":"AAAA;;GAEG;AAIH,OAAO,KAAK,EAAE,KAAK,EAAE,SAAS,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,YAAY,CAAC;AAYnE,wBAAgB,MAAM,CAAC,KAAK,KAAA,EAAE,MAAM,KAAA,GAAG,SAAS,CAkB/C;AAGD,wBAAgB,IAAI,CAAC,KAAK,EAAE,SAAS,EAAE,MAAM,CAAC,EAAE,SAAS,aAKxD;AAKD,wBAAgB,OAAO,CAAC,KAAK,EAAE,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,SAAS,GAAE,OAAc,GAAG;IAAE,MAAM,EAAE,MAAM,GAAG,IAAI,CAAC;IAAC,MAAM,EAAE,SAAS,GAAG,IAAI,CAAA;CAAE,CA8JpI;AAkCD,wBAAsB,IAAI,CAAC,MAAM,KAAA,EAAE,KAAK,EAAE,MAAM,oBAY/C"}
--- a/types/src/result.d.ts
+++ b/types/src/result.d.ts
@ -3,56 +3,51 @@
 */
 import type { Tensor } from './tfjs/types';
 import type { FaceGesture, BodyGesture, HandGesture, IrisGesture } from './gesture/gesture';
+/** generic box as [x, y, width, height] */
 export declare type Box = [number, number, number, number];
+/** generic point as [x, y, z?] */
 export declare type Point = [number, number, number?];
 /** Face results
- * Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models
- * Some values may be null if specific model is not enabled
- *
- * Each result has:
- * - id: face id number
- * - score: overal detection confidence score value
- * - boxScore: face box detection confidence score value
- * - faceScore: face keypoints detection confidence score value
- * - box: face bounding box as array of [x, y, width, height], normalized to image resolution
- * - boxRaw: face bounding box as array of [x, y, width, height], normalized to range 0..1
- * - mesh: face keypoints as array of [x, y, z] points of face mesh, normalized to image resolution
- * - meshRaw: face keypoints as array of [x, y, z] points of face mesh, normalized to range 0..1
- * - annotations: annotated face keypoints as array of annotated face mesh points
- * - age: age as value
- * - gender: gender as value
- * - genderScore: gender detection confidence score as value
- * - emotion: emotions as array of possible emotions with their individual scores
- * - embedding: facial descriptor as array of numerical elements
- * - iris: iris distance from current viewpoint as distance value in centimeters for a typical camera
- *   field of view of 88 degrees. value should be adjusted manually as needed
- * - real: anti-spoofing analysis to determine if face is real of fake
- * - rotation: face rotiation that contains both angles and matrix used for 3d transformations
- *  - angle: face angle as object with values for roll, yaw and pitch angles
- *  - matrix: 3d transofrmation matrix as array of numeric values
- *  - gaze: gaze direction as object with values for bearing in radians and relative strength
- * - tensor: face tensor as Tensor object which contains detected face
+ * - Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models
+ * - Some values may be null if specific model is not enabled
 */
 export interface FaceResult {
+    /** face id */
    id: number;
+    /** overall face score */
    score: number;
+    /** detection score */
    boxScore: number;
+    /** mesh score */
    faceScore: number;
+    /** detected face box */
    box: Box;
+    /** detected face box normalized to 0..1 */
    boxRaw: Box;
+    /** detected face mesh */
    mesh: Array<Point>;
+    /** detected face mesh normalized to 0..1 */
    meshRaw: Array<Point>;
+    /** mesh keypoints combined into annotated results */
    annotations: Record<string, Point[]>;
+    /** detected age */
    age?: number;
+    /** detected gender */
    gender?: string;
+    /** gender detection score */
    genderScore?: number;
+    /** detected emotions */
    emotion?: Array<{
        score: number;
        emotion: string;
    }>;
+    /** face descriptor */
    embedding?: Array<number>;
+    /** face iris distance from camera */
    iris?: number;
+    /** face anti-spoofing result confidence */
    real?: number;
+    /** face rotation details */
    rotation?: {
        angle: {
            roll: number;
@ -65,87 +60,79 @@ export interface FaceResult {
            strength: number;
        };
    };
+    /** detected face as tensor that can be used in further pipelines */
    tensor?: Tensor;
 }
-export declare type BodyKeypoint = {
+export interface BodyKeypoint {
+    /** body part name */
    part: string;
+    /** body part position */
    position: Point;
+    /** body part position normalized to 0..1 */
    positionRaw: Point;
+    /** body part detection score */
    score: number;
-};
-/** Body results
- *
- * Each results has:
- * - id: body id number
- * - score: overall detection score
- * - box: bounding box: x, y, width, height normalized to input image resolution
- * - boxRaw: bounding box: x, y, width, height normalized to 0..1
- * - keypoints: array of keypoints
- *  - part: body part name
- *  - position: body part position with x,y,z coordinates
- *  - score: body part score value
- *  - presence: body part presence value
- */
-export interface BodyResult {
-    id: number;
-    score: number;
-    box: Box;
-    boxRaw: Box;
-    annotations: Record<string, Array<Point[]>>;
-    keypoints: Array<BodyKeypoint>;
 }
-/** Hand results
- *
- * Each result has:
- * - id: hand id number
- * - score: detection confidence score as value
- * - box: bounding box: x, y, width, height normalized to input image resolution
- * - boxRaw: bounding box: x, y, width, height normalized to 0..1
- * - keypoints: keypoints as array of [x, y, z] points of hand, normalized to image resolution
- * - annotations: annotated landmarks for each hand part with keypoints
- * - landmarks: annotated landmarks for eachb hand part with logical curl and direction strings
- */
-export interface HandResult {
+/** Body results */
+export interface BodyResult {
+    /** body id */
    id: number;
+    /** body detection score */
    score: number;
-    boxScore: number;
-    fingerScore: number;
+    /** detected body box */
    box: Box;
+    /** detected body box normalized to 0..1 */
    boxRaw: Box;
+    /** detected body keypoints */
+    keypoints: Array<BodyKeypoint>;
+    /** detected body keypoints combined into annotated parts */
+    annotations: Record<string, Array<Point[]>>;
+}
+/** Hand results */
+export interface HandResult {
+    /** hand id */
+    id: number;
+    /** hand overal score */
+    score: number;
+    /** hand detection score */
+    boxScore: number;
+    /** hand skelton score */
+    fingerScore: number;
+    /** detected hand box */
+    box: Box;
+    /** detected hand box normalized to 0..1 */
+    boxRaw: Box;
+    /** detected hand keypoints */
    keypoints: Array<Point>;
+    /** detected hand class */
    label: string;
+    /** detected hand keypoints combined into annotated parts */
    annotations: Record<'index' | 'middle' | 'pinky' | 'ring' | 'thumb' | 'palm', Array<Point>>;
+    /** detected hand parts annotated with part gestures */
    landmarks: Record<'index' | 'middle' | 'pinky' | 'ring' | 'thumb', {
        curl: 'none' | 'half' | 'full';
        direction: 'verticalUp' | 'verticalDown' | 'horizontalLeft' | 'horizontalRight' | 'diagonalUpRight' | 'diagonalUpLeft' | 'diagonalDownRight' | 'diagonalDownLeft';
    }>;
 }
-/** Object results
-*
-* Array of individual results with one object per detected gesture
-* Each result has:
-* - id: object id number
-* - score as value
-* - label as detected class name
-* - box: bounding box: x, y, width, height normalized to input image resolution
-* - boxRaw: bounding box: x, y, width, height normalized to 0..1
-* - center: optional center point as array of [x, y], normalized to image resolution
-* - centerRaw: optional center point as array of [x, y], normalized to range 0..1
-*/
+/** Object results */
 export interface ObjectResult {
+    /** object id */
    id: number;
+    /** object detection score */
    score: number;
+    /** detected object class id */
    class: number;
+    /** detected object class name */
    label: string;
+    /** detected object box */
    box: Box;
+    /** detected object box normalized to 0..1 */
    boxRaw: Box;
 }
-/** Gesture results
+/** Gesture combined results
 * @typedef Gesture Type
- *
- * Array of individual results with one object per detected gesture
 * Each result has:
- * - part: part name and number where gesture was detected: face, iris, body, hand
+ * - part: part name and number where gesture was detected: `face`, `iris`, `body`, `hand`
 * - gesture: gesture detected
 */
 export declare type GestureResult = {
@ -162,27 +149,25 @@ export declare type GestureResult = {
    gesture: HandGesture;
 };
 /** Person getter
-* @interface Person Interface
-*
-* Each result has:
-* - id: person id
-* - face: face object
-* - body: body object
-* - hands: array of hand objects
-* - gestures: array of gestures
-* - box: bounding box: x, y, width, height normalized to input image resolution
-* - boxRaw: bounding box: x, y, width, height normalized to 0..1
+* - Triggers combining all individual results into a virtual person object
 */
 export interface PersonResult {
+    /** person id */
    id: number;
+    /** face result that belongs to this person */
    face: FaceResult;
+    /** body result that belongs to this person */
    body: BodyResult | null;
+    /** left and right hand results that belong to this person */
    hands: {
        left: HandResult | null;
        right: HandResult | null;
    };
+    /** detected gestures specific to this person */
    gestures: Array<GestureResult>;
+    /** box that defines the person */
    box: Box;
+    /** box that defines the person normalized to 0..1 */
    boxRaw?: Box;
 }
 /**
--- a/types/src/result.d.ts.map
+++ b/types/src/result.d.ts.map
@ -1 +1 @@
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--- a/types/src/segmentation/segmentation.d.ts
+++ b/types/src/segmentation/segmentation.d.ts
@ -7,7 +7,7 @@
 */
 import type { GraphModel } from '../tfjs/types';
 import type { Config } from '../config';
-import type { Input } from '../image/image';
+import type { Input } from '../exports';
 export declare function load(config: Config): Promise<GraphModel>;
 export declare function process(input: Input, background: Input | undefined, config: Config): Promise<{
    data: Array<number>;
--- a/types/src/segmentation/segmentation.d.ts.map
+++ b/types/src/segmentation/segmentation.d.ts.map
@ -1 +1 @@
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+{"version":3,"file":"segmentation.d.ts","sourceRoot":"","sources":["../../../src/segmentation/segmentation.ts"],"names":[],"mappings":"AAAA;;;;;;GAMG;AAKH,OAAO,KAAK,EAAE,UAAU,EAAU,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AAExC,OAAO,KAAK,EAAE,KAAK,EAAE,MAAM,YAAY,CAAC;AAKxC,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC,CAO9D;AAED,wBAAsB,OAAO,CAAC,KAAK,EAAE,KAAK,EAAE,UAAU,EAAE,KAAK,GAAG,SAAS,EAAE,MAAM,EAAE,MAAM,GACvF,OAAO,CAAC;IAAE,IAAI,EAAE,KAAK,CAAC,MAAM,CAAC,CAAC;IAAC,MAAM,EAAE,iBAAiB,GAAG,eAAe,GAAG,IAAI,CAAC;IAAC,KAAK,EAAE,iBAAiB,GAAG,eAAe,GAAG,IAAI,CAAA;CAAE,CAAC,CAqExI"}
--- a/types/src/util/draw.d.ts
+++ b/types/src/util/draw.d.ts
@ -2,53 +2,63 @@
 * Module that implements helper draw functions, exposed as human.draw
 */
 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
- * -color: draw color
- * -labelColor: color for labels
- * -shadowColor: optional shadow color for labels
- * -font: font for labels
- * -lineHeight: line height for labels, used for multi-line labels,
- * -lineWidth: width of any lines,
- * -pointSize: size of any point,
- * -roundRect: for boxes, round corners by this many pixels,
- * -drawPoints: should points be drawn,
- * -drawLabels: should labels be drawn,
- * -drawBoxes: should boxes be drawn,
- * -drawPolygons: should polygons be drawn,
- * -fillPolygons: should drawn polygons be filled,
- * -useDepth: use z-axis coordinate as color shade,
- * -useCurves: draw polygons as cures or as lines,
- * -bufferedOutput: experimental: allows to call draw methods multiple times for each detection and interpolate results between results thus achieving smoother animations
+import type { AnyCanvas } from '../exports';
+/** Draw Options
+ * - Accessed via `human.draw.options` or provided per each draw method as the drawOptions optional parameter
 */
-export interface DrawOptions {
+export declare type DrawOptions = {
+    /** draw line color */
    color: string;
+    /** label color */
    labelColor: string;
+    /** label shadow color */
    shadowColor: string;
+    /** label font */
    font: string;
+    /** line spacing between labels */
    lineHeight: number;
+    /** line width for drawn lines */
    lineWidth: number;
+    /** size of drawn points */
    pointSize: number;
+    /** draw rounded boxes by n pixels */
    roundRect: number;
+    /** should points be drawn? */
    drawPoints: boolean;
+    /** should labels be drawn? */
    drawLabels: boolean;
+    /** should detected gestures be drawn? */
    drawGestures: boolean;
+    /** should draw boxes around detection results? */
    drawBoxes: boolean;
+    /** should draw polygons from detection points? */
    drawPolygons: boolean;
+    /** should draw gaze arrows? */
    drawGaze: boolean;
+    /** should fill polygons? */
    fillPolygons: boolean;
+    /** use z-coordinate when available */
    useDepth: boolean;
+    /** should lines be curved? */
    useCurves: boolean;
-    bufferedOutput: boolean;
-}
+};
 export declare const options: DrawOptions;
-export declare function gesture(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function face(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<FaceResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function body(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<BodyResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function hand(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<HandResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function object(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<ObjectResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function person(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Array<PersonResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
-export declare function canvas(input: HTMLCanvasElement | OffscreenCanvas | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement): Promise<void>;
-export declare function all(inCanvas: HTMLCanvasElement | OffscreenCanvas, result: Result, drawOptions?: Partial<DrawOptions>): Promise<[void, void, void, void, void] | null>;
+/** draw detected gestures */
+export declare function gesture(inCanvas: AnyCanvas, result: Array<GestureResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
+/** draw detected faces */
+export declare function face(inCanvas: AnyCanvas, result: Array<FaceResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
+/** draw detected bodies */
+export declare function body(inCanvas: AnyCanvas, result: Array<BodyResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
+/** draw detected hands */
+export declare function hand(inCanvas: AnyCanvas, result: Array<HandResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
+/** draw detected objects */
+export declare function object(inCanvas: AnyCanvas, result: Array<ObjectResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
+/** draw combined person results instead of individual detection result objects */
+export declare function person(inCanvas: AnyCanvas, result: Array<PersonResult>, drawOptions?: Partial<DrawOptions>): Promise<void>;
+/** draw processed canvas */
+export declare function canvas(input: AnyCanvas | HTMLImageElement | HTMLMediaElement | HTMLVideoElement, output: HTMLCanvasElement): Promise<void>;
+/** meta-function that performs draw for: canvas, face, body, hand
+ * @returns {Promise}
+*/
+export declare function all(inCanvas: AnyCanvas, result: Result, drawOptions?: Partial<DrawOptions>): Promise<[void, void, void, void, void] | null>;
 //# sourceMappingURL=draw.d.ts.map
--- a/types/src/util/draw.d.ts.map
+++ b/types/src/util/draw.d.ts.map
@ -1 +1 @@
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				`@ -0,0 +1 @@`
				<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Tensor \| @vladmandic/human - v2.4.0</title><meta name="description" content="Documentation for @vladmandic/human - v2.4.0"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") \|\| "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.4.0</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.4.0</a></li><li><a href="Tensor.html">Tensor</a></li></ul><h1>Namespace Tensor</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class="current tsd-kind-namespace"><a href="Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
				`@ -0,0 +1 @@`
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