updated gesture types

.eslintrc.json

@@ -26,6 +26,7 @@
   "rules": {
     "@typescript-eslint/ban-ts-comment": "off",
     "@typescript-eslint/explicit-module-boundary-types": "off",
+    "@typescript-eslint/no-shadow": "error",
     "@typescript-eslint/no-var-requires": "off",
     "camelcase": "off",
     "dot-notation": "off",
@@ -44,6 +45,7 @@
     "no-bitwise": "off",
     "no-case-declarations":"off",
     "no-continue": "off",
+    "no-lonely-if": "off",
     "no-loop-func": "off",
     "no-mixed-operators": "off",
     "no-param-reassign":"off",
@@ -52,12 +54,12 @@
     "no-restricted-globals": "off",
     "no-restricted-syntax": "off",
     "no-return-assign": "off",
+    "no-shadow": "off",
     "no-underscore-dangle": "off",
     "node/no-missing-import": ["error", { "tryExtensions": [".js", ".json", ".ts"] }],
     "node/no-unpublished-import": "off",
     "node/no-unpublished-require": "off",
     "node/no-unsupported-features/es-syntax": "off",
-    "no-lonely-if": "off",
     "node/shebang": "off",
     "object-curly-newline": "off",
     "prefer-destructuring": "off",

CHANGELOG.md

@@ -9,7 +9,10 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
 
 ## Changelog
 
-### **HEAD -> main** 2021/07/19 marcogodoy@untitled.cl
+### **HEAD -> main** 2021/07/29 mandic00@live.com
+
+
+### **origin/main** 2021/07/19 marcogodoy@untitled.cl
 
 - add note on manually disping tensor
 - modularize model loading

src/gesture/gesture.ts

@@ -4,9 +4,41 @@
 
 import { Gesture } from '../result';
 
+/**
+ * @typedef FaceGesture
+ */
+export type FaceGesture =
+  `facing ${'left' | 'center' | 'right'}`
+  | `blink ${'left' | 'right'} eye`
+  | `mouth ${number}% open`
+  | `head ${'up' | 'down'}`;
+
+/**
+ * @typedef IrisGesture
+ */
+export type IrisGesture =
+  'facing center'
+  | `looking ${'left' | 'right' | 'up' | 'down'}`
+  | 'looking center';
+
+/**
+ * @typedef BodyGesture
+ */
+export type BodyGesture =
+  `leaning ${'left' | 'right'}`
+  | `raise ${'left' | 'right'} hand`
+  | 'i give up';
+
+/**
+ * @typedef BodyGesture
+ */
+export type HandGesture =
+  `${'thumb' | 'index finger' | 'middle finger' | 'ring finger' | 'pinky'} forward`
+  | `${'thumb' | 'index finger' | 'middle finger' | 'ring finger' | 'pinky'} up`;
+
 export const body = (res): Gesture[] => {
   if (!res) return [];
-  const gestures: Array<{ body: number, gesture: string }> = [];
+  const gestures: Array<{ body: number, gesture: BodyGesture }> = [];
   for (let i = 0; i < res.length; i++) {
     // raising hands
     const leftWrist = res[i].keypoints.find((a) => (a.part === 'leftWrist'));
@@ -26,7 +58,7 @@ export const body = (res): Gesture[] => {
 
 export const face = (res): Gesture[] => {
   if (!res) return [];
-  const gestures: Array<{ face: number, gesture: string }> = [];
+  const gestures: Array<{ face: number, gesture: FaceGesture }> = [];
   for (let i = 0; i < res.length; i++) {
     if (res[i].mesh && res[i].mesh.length > 0) {
       const eyeFacing = res[i].mesh[33][2] - res[i].mesh[263][2];
@@ -47,7 +79,7 @@ export const face = (res): Gesture[] => {
 
 export const iris = (res): Gesture[] => {
   if (!res) return [];
-  const gestures: Array<{ iris: number, gesture: string }> = [];
+  const gestures: Array<{ iris: number, gesture: IrisGesture }> = [];
   for (let i = 0; i < res.length; i++) {
     if (!res[i].annotations || !res[i].annotations.leftEyeIris || !res[i].annotations.rightEyeIris) continue;
     const sizeXLeft = res[i].annotations.leftEyeIris[3][0] - res[i].annotations.leftEyeIris[1][0];
@@ -85,7 +117,7 @@ export const iris = (res): Gesture[] => {
 
 export const hand = (res): Gesture[] => {
   if (!res) return [];
-  const gestures: Array<{ hand: number, gesture: string }> = [];
+  const gestures: Array<{ hand: number, gesture: HandGesture }> = [];
   for (let i = 0; i < res.length; i++) {
     const fingers: Array<{ name: string, position: number }> = [];
     for (const [finger, pos] of Object.entries(res[i]['annotations'])) {
@@ -93,8 +125,9 @@ export const hand = (res): Gesture[] => {
     }
     if (fingers && fingers.length > 0) {
       const closest = fingers.reduce((best, a) => (best.position[2] < a.position[2] ? best : a));
+      gestures.push({ hand: i, gesture: `${closest.name} forward` as HandGesture });
       const highest = fingers.reduce((best, a) => (best.position[1] < a.position[1] ? best : a));
-      gestures.push({ hand: i, gesture: `${closest.name} forward ${highest.name} up` });
+      gestures.push({ hand: i, gesture: `${highest.name} up` as HandGesture });
     }
   }
   return gestures;

src/result.ts

@@ -3,6 +3,7 @@
  */
 
 import { Tensor } from './tfjs/types';
+import { FaceGesture, BodyGesture, HandGesture, IrisGesture } from './gesture/gesture';
 
 /** Face results
  * Combined results of face detector, face mesh, age, gender, emotion, embedding, iris models
@@ -132,10 +133,10 @@ export interface Item {
  * - gesture: gesture detected
  */
 export type Gesture =
-  { 'face': number, gesture: string }
+  { 'face': number, gesture: FaceGesture }
-  | { 'iris': number, gesture: string }
+  | { 'iris': number, gesture: IrisGesture }
-  | { 'body': number, gesture: string }
+  | { 'body': number, gesture: BodyGesture }
-  | { 'hand': number, gesture: string }
+  | { 'hand': number, gesture: HandGesture }
 
 /** Person getter
 * @interface Person Interface

test/README.md

@@ -10,13 +10,7 @@ Not required for normal funcioning of library
 - Face rotation is disabled for `NodeJS` platform:  
   `Kernel 'RotateWithOffset' not registered for backend 'tensorflow'`  
   <https://github.com/tensorflow/tfjs/issues/4606>
-
+  Work has recently been completed and will likely be included in TFJS 3.9.0
-### NodeJS with GPU acceleation using CUDA
-
-- Image filters are disabled due to lack of Canvas and WeBGL access
-- Face rotation is disabled for `NodeJS` platform:  
-  `Kernel 'RotateWithOffset' not registered for backend 'tensorflow'`  
-  <https://github.com/tensorflow/tfjs/issues/4606>
 
 ### NodeJS using WASM