update tfjs to 3.10.0

CHANGELOG.md

@@ -9,11 +9,12 @@
   
 ## Changelog
   
+### **HEAD -> main** 2021/10/21 mandic00@live.com
+
+
 ### **2.3.6** 2021/10/21 mandic00@live.com
 
-
+- fix for human.draw labels and typedefs
-### **origin/main** 2021/10/21 mandic00@live.com
-
 - refactor human.env to a class type
 - add human.custom.esm using custom tfjs build
 

TODO.md

@@ -4,33 +4,19 @@
 
 <br>
 
-### Models
-
-- Body segmentation: `robust-video-matting`
-
-<br>
-
-### Backends
-
-#### WASM
-
-- Backend WASM incorrect handling of `int32` tensors  
-  <https://github.com/tensorflow/tfjs/issues/5641>
-
-#### WebGPU
-
-Experimental support only until support is officially added in Chromium
-- Performance issues:
-  <https://github.com/tensorflow/tfjs/issues/5689>
-
-<br>
-
 ### Exploring
 
 - Optical Flow: <https://docs.opencv.org/3.3.1/db/d7f/tutorial_js_lucas_kanade.html>
 - TFLite Models: <https://js.tensorflow.org/api_tflite/0.0.1-alpha.4/>
 - Histogram Equalization: Regular, Adaptive, Contrast Limited
 - Switch to custom `tfjs` for main `human` ESM bundle
+- Body segmentation: `robust-video-matting`
+
+#### WebGPU
+
+Experimental support only until support is officially added in Chromium
+- Performance issues:
+  <https://github.com/tensorflow/tfjs/issues/5689>
 
 <br><hr><br>
 
@@ -43,14 +29,6 @@ Experimental support only until support is officially added in Chromium
 Enhanced rotation correction for face detection is not working in NodeJS due to missing kernel op in TFJS  
 Feature is automatically disabled in NodeJS without user impact  
 
-- Backend NodeJS missing kernel op `RotateWithOffset`  
-  <https://github.com/tensorflow/tfjs/issues/5473>  
-
-### Hand Detection
-
-Enhanced rotation correction for hand detection is not working in NodeJS due to missing kernel op in TFJS  
-Feature is automatically disabled in NodeJS without user impact  
-
 - Backend NodeJS missing kernel op `RotateWithOffset`  
   <https://github.com/tensorflow/tfjs/issues/5473>  
 
@@ -74,7 +52,11 @@ Object detection using CenterNet or NanoDet models is not working when using WAS
 
 ## Pending Release
 
+- Update to TFJS 3.10.0
+- Multiple bug fixes
+- Utility class `human.env`
 - Enhanced **MoveNet** post-processing
 - Add optional **Anti-Spoof** module
 - Remove old **HandDetect** and **PoseNet** models from default installation
 - Refactor **ImageFX** module
+- Experimental `human.custom.esm` with custom **TFJS** build

demo/index.js

@@ -1016,6 +1016,7 @@ async function main() {
 
   // create instance of human
   human = new Human(userConfig);
+
   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
   userConfig = human.config;

package.json

@@ -1,6 +1,6 @@
 {
   "name": "@vladmandic/human",
-  "version": "2.3.6",
+  "version": "2.4.0",
   "description": "Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gesture Recognition",
   "sideEffects": false,
   "main": "dist/human.node.js",
@@ -55,18 +55,18 @@
     "tensorflow"
   ],
   "devDependencies": {
-    "@tensorflow/tfjs": "^3.9.0",
+    "@tensorflow/tfjs": "^3.10.0",
-    "@tensorflow/tfjs-backend-cpu": "^3.9.0",
+    "@tensorflow/tfjs-backend-cpu": "^3.10.0",
-    "@tensorflow/tfjs-backend-wasm": "^3.9.0",
+    "@tensorflow/tfjs-backend-wasm": "^3.10.0",
-    "@tensorflow/tfjs-backend-webgl": "^3.9.0",
+    "@tensorflow/tfjs-backend-webgl": "^3.10.0",
     "@tensorflow/tfjs-backend-webgpu": "^0.0.1-alpha.8",
-    "@tensorflow/tfjs-converter": "^3.9.0",
+    "@tensorflow/tfjs-converter": "^3.10.0",
-    "@tensorflow/tfjs-core": "^3.9.0",
+    "@tensorflow/tfjs-core": "^3.10.0",
-    "@tensorflow/tfjs-data": "^3.9.0",
+    "@tensorflow/tfjs-data": "^3.10.0",
-    "@tensorflow/tfjs-layers": "^3.9.0",
+    "@tensorflow/tfjs-layers": "^3.10.0",
-    "@tensorflow/tfjs-node": "^3.9.0",
+    "@tensorflow/tfjs-node": "^3.10.0",
-    "@tensorflow/tfjs-node-gpu": "^3.9.0",
+    "@tensorflow/tfjs-node-gpu": "^3.10.0",
-    "@types/node": "^16.11.2",
+    "@types/node": "^16.11.3",
     "@typescript-eslint/eslint-plugin": "^5.1.0",
     "@typescript-eslint/parser": "^5.1.0",
     "@vladmandic/build": "^0.6.2",

test/browser.html

@@ -90,7 +90,6 @@
         let res;
         let human = new Human(config);
         await human.init();
-        human.env.offscreen = false;
         human.events.addEventListener('warmup', () => events('warmup'));
         human.events.addEventListener('image', () => events('image'));
         human.events.addEventListener('detect', () => events('detect'));