updated wiki

CHANGELOG.md

@@ -11,6 +11,7 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
 
 ### **HEAD -> main** 2021/08/20 mandic00@live.com
 
+- implemented movenet-multipose model
 
 ### **2.1.4** 2021/08/19 mandic00@live.com
 

dist/human.node-gpu.js

@@ -11890,7 +11890,7 @@ var Human = class {
         if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") {
           this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false);
           this.tf.ENV.set("WEBGL_CPU_FORWARD", true);
-          this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", false);
+          this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", true);
           this.tf.ENV.set("WEBGL_USE_SHAPES_UNIFORMS", true);
           if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) {
             log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);

dist/human.node-wasm.js

@@ -11891,7 +11891,7 @@ var Human = class {
         if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") {
           this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false);
           this.tf.ENV.set("WEBGL_CPU_FORWARD", true);
-          this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", false);
+          this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", true);
           this.tf.ENV.set("WEBGL_USE_SHAPES_UNIFORMS", true);
           if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) {
             log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);

dist/human.node.js

@@ -11890,7 +11890,7 @@ var Human = class {
         if (this.tf.getBackend() === "webgl" || this.tf.getBackend() === "humangl") {
           this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false);
           this.tf.ENV.set("WEBGL_CPU_FORWARD", true);
-          this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", false);
+          this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV", true);
           this.tf.ENV.set("WEBGL_USE_SHAPES_UNIFORMS", true);
           if (typeof this.config["deallocate"] !== "undefined" && this.config["deallocate"]) {
             log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);

package.json

@@ -66,14 +66,14 @@
     "@tensorflow/tfjs-layers": "^3.8.0",
     "@tensorflow/tfjs-node": "^3.8.0",
     "@tensorflow/tfjs-node-gpu": "^3.8.0",
-    "@types/node": "^16.6.2",
+    "@types/node": "^16.7.1",
     "@typescript-eslint/eslint-plugin": "^4.29.2",
     "@typescript-eslint/parser": "^4.29.2",
     "@vladmandic/pilogger": "^0.2.18",
     "canvas": "^2.8.0",
     "chokidar": "^3.5.2",
     "dayjs": "^1.10.6",
-    "esbuild": "^0.12.21",
+    "esbuild": "^0.12.22",
     "eslint": "^7.32.0",
     "eslint-config-airbnb-base": "^14.2.1",
     "eslint-plugin-import": "^2.24.1",

server/build.log

@@ -1,22 +1,22 @@
-2021-08-20 20:41:20 INFO:  @vladmandic/human version 2.1.4 
+2021-08-23 08:36:57 INFO:  @vladmandic/human version 2.1.4 
-2021-08-20 20:41:20 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 
+2021-08-23 08:36:57 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 
-2021-08-20 20:41:20 INFO:  Toolchain:  {"tfjs":"3.8.0","esbuild":"0.12.21","typescript":"4.3.5","typedoc":"0.21.6","eslint":"7.32.0"} 
+2021-08-23 08:36:57 INFO:  Toolchain:  {"tfjs":"3.8.0","esbuild":"0.12.22","typescript":"4.3.5","typedoc":"0.21.6","eslint":"7.32.0"} 
-2021-08-20 20:41:20 INFO:  Clean: ["dist/*","types/*","typedoc/*"] 
+2021-08-23 08:36:57 INFO:  Clean: ["dist/*","types/*","typedoc/*"] 
-2021-08-20 20:41:20 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 
+2021-08-23 08:36:57 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 
-2021-08-20 20:41:20 STATE:  target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"} 
+2021-08-23 08:36:57 STATE:  target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"} 
-2021-08-20 20:41:20 STATE:  target: node type: node: {"imports":47,"importBytes":456494,"outputBytes":396866,"outputFiles":"dist/human.node.js"} 
+2021-08-23 08:36:57 STATE:  target: node type: node: {"imports":47,"importBytes":456488,"outputBytes":396865,"outputFiles":"dist/human.node.js"} 
-2021-08-20 20:41:20 STATE:  target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"} 
+2021-08-23 08:36:57 STATE:  target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"} 
-2021-08-20 20:41:20 STATE:  target: nodeGPU type: node: {"imports":47,"importBytes":456502,"outputBytes":396870,"outputFiles":"dist/human.node-gpu.js"} 
+2021-08-23 08:36:57 STATE:  target: nodeGPU type: node: {"imports":47,"importBytes":456496,"outputBytes":396869,"outputFiles":"dist/human.node-gpu.js"} 
-2021-08-20 20:41:20 STATE:  target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"} 
+2021-08-23 08:36:57 STATE:  target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"} 
-2021-08-20 20:41:20 STATE:  target: nodeWASM type: node: {"imports":47,"importBytes":456569,"outputBytes":396942,"outputFiles":"dist/human.node-wasm.js"} 
+2021-08-23 08:36:57 STATE:  target: nodeWASM type: node: {"imports":47,"importBytes":456563,"outputBytes":396941,"outputFiles":"dist/human.node-wasm.js"} 
-2021-08-20 20:41:20 STATE:  target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2168,"outputBytes":1242,"outputFiles":"dist/tfjs.esm.js"} 
+2021-08-23 08:36:57 STATE:  target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2168,"outputBytes":1242,"outputFiles":"dist/tfjs.esm.js"} 
-2021-08-20 20:41:20 STATE:  target: browserNoBundle type: esm: {"imports":47,"importBytes":456433,"outputBytes":255552,"outputFiles":"dist/human.esm-nobundle.js"} 
+2021-08-23 08:36:57 STATE:  target: browserNoBundle type: esm: {"imports":47,"importBytes":456427,"outputBytes":255552,"outputFiles":"dist/human.esm-nobundle.js"} 
-2021-08-20 20:41:21 STATE:  target: browserBundle type: tfjs: {"modules":1170,"moduleBytes":4145868,"imports":7,"importBytes":2168,"outputBytes":2334701,"outputFiles":"dist/tfjs.esm.js"} 
+2021-08-23 08:36:58 STATE:  target: browserBundle type: tfjs: {"modules":1170,"moduleBytes":4145868,"imports":7,"importBytes":2168,"outputBytes":2334701,"outputFiles":"dist/tfjs.esm.js"} 
-2021-08-20 20:41:21 STATE:  target: browserBundle type: iife: {"imports":47,"importBytes":2789892,"outputBytes":1386025,"outputFiles":"dist/human.js"} 
+2021-08-23 08:36:58 STATE:  target: browserBundle type: iife: {"imports":47,"importBytes":2789886,"outputBytes":1386025,"outputFiles":"dist/human.js"} 
-2021-08-20 20:41:21 STATE:  target: browserBundle type: esm: {"imports":47,"importBytes":2789892,"outputBytes":1386017,"outputFiles":"dist/human.esm.js"} 
+2021-08-23 08:36:59 STATE:  target: browserBundle type: esm: {"imports":47,"importBytes":2789886,"outputBytes":1386017,"outputFiles":"dist/human.esm.js"} 
-2021-08-20 20:41:21 INFO:  Running Linter: ["server/","src/","tfjs/","test/","demo/"] 
+2021-08-23 08:36:59 INFO:  Running Linter: ["server/","src/","tfjs/","test/","demo/"] 
-2021-08-20 20:41:44 INFO:  Linter complete: files: 82 errors: 0 warnings: 0 
+2021-08-23 08:37:22 INFO:  Linter complete: files: 83 errors: 0 warnings: 0 
-2021-08-20 20:41:44 INFO:  Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"] 
+2021-08-23 08:37:22 INFO:  Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"] 
-2021-08-20 20:41:44 INFO:  Generate Typings: ["src/human.ts"] outDir: ["types"] 
+2021-08-23 08:37:22 INFO:  Generate Typings: ["src/human.ts"] outDir: ["types"] 
-2021-08-20 20:41:58 INFO:  Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"] 
+2021-08-23 08:37:37 INFO:  Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"] 
-2021-08-20 20:42:12 INFO:  Documentation generated at /home/vlado/dev/human/typedoc 1 
+2021-08-23 08:37:50 INFO:  Documentation generated at /home/vlado/dev/human/typedoc 1 

src/human.ts

@@ -30,7 +30,7 @@ import * as app from '../package.json';
 import { Tensor, GraphModel } from './tfjs/types';
 
 // export types
-export type { Config } from './config';
+export { Config } from './config';
 export type { Result, Face, Hand, Body, Item, Gesture, Person } from './result';
 export type { DrawOptions } from './draw/draw';
 
@@ -371,7 +371,7 @@ export class Human {
       if (this.tf.getBackend() === 'webgl' || this.tf.getBackend() === 'humangl') {
         this.tf.ENV.set('CHECK_COMPUTATION_FOR_ERRORS', false);
         this.tf.ENV.set('WEBGL_CPU_FORWARD', true);
-        this.tf.ENV.set('WEBGL_PACK_DEPTHWISECONV', false);
+        this.tf.ENV.set('WEBGL_PACK_DEPTHWISECONV', true);
         this.tf.ENV.set('WEBGL_USE_SHAPES_UNIFORMS', true);
         // if (!this.config.object.enabled) this.tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true); // safe to use 16bit precision
         if (typeof this.config['deallocate'] !== 'undefined' && this.config['deallocate']) { // hidden param

test/test.log

@@ -1,120 +1,120 @@
-2021-08-20 20:42:17 INFO:  @vladmandic/human version 2.1.4 
+2021-08-23 08:38:00 INFO:  @vladmandic/human version 2.1.4 
-2021-08-20 20:42:17 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 
+2021-08-23 08:38:00 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 
-2021-08-20 20:42:17 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
+2021-08-23 08:38:00 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
-2021-08-20 20:42:17 INFO:  test-node.js start 
+2021-08-23 08:38:00 INFO:  test-node.js start 
-2021-08-20 20:42:19 STATE: test-node.js passed: create human 
+2021-08-23 08:38:01 STATE: test-node.js passed: create human 
-2021-08-20 20:42:19 INFO:  test-node.js human version: 2.1.4 
+2021-08-23 08:38:01 INFO:  test-node.js human version: 2.1.4 
-2021-08-20 20:42:19 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.5.0 
+2021-08-23 08:38:01 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.5.0 
-2021-08-20 20:42:19 INFO:  test-node.js tfjs version: 3.8.0 
+2021-08-23 08:38:01 INFO:  test-node.js tfjs version: 3.8.0 
-2021-08-20 20:42:19 STATE: test-node.js passed: set backend: tensorflow 
+2021-08-23 08:38:01 STATE: test-node.js passed: set backend: tensorflow 
-2021-08-20 20:42:19 STATE: test-node.js passed: load models 
+2021-08-23 08:38:01 STATE: test-node.js passed: load models 
-2021-08-20 20:42:19 STATE: test-node.js  result: defined models: 14 loaded models: 7 
+2021-08-23 08:38:01 STATE: test-node.js  result: defined models: 14 loaded models: 7 
-2021-08-20 20:42:19 STATE: test-node.js passed: warmup: none default 
+2021-08-23 08:38:01 STATE: test-node.js passed: warmup: none default 
-2021-08-20 20:42:21 STATE: test-node.js passed: warmup: face default 
+2021-08-23 08:38:02 STATE: test-node.js passed: warmup: face default 
-2021-08-20 20:42:21 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
+2021-08-23 08:38:02 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2021-08-20 20:42:21 DATA:  test-node.js  result: performance: load: 343 total: 1358 
+2021-08-23 08:38:02 DATA:  test-node.js  result: performance: load: 365 total: 1246 
-2021-08-20 20:42:22 STATE: test-node.js passed: warmup: body default 
+2021-08-23 08:38:04 STATE: test-node.js passed: warmup: body default 
-2021-08-20 20:42:22 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-08-23 08:38:04 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-08-20 20:42:22 DATA:  test-node.js  result: performance: load: 343 total: 1140 
+2021-08-23 08:38:04 DATA:  test-node.js  result: performance: load: 365 total: 1077 
-2021-08-20 20:42:22 INFO:  test-node.js test body variants 
+2021-08-23 08:38:04 INFO:  test-node.js test body variants 
-2021-08-20 20:42:23 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-08-23 08:38:04 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-08-20 20:42:24 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 
+2021-08-23 08:38:05 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 
-2021-08-20 20:42:24 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
+2021-08-23 08:38:05 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
-2021-08-20 20:42:24 DATA:  test-node.js  result: performance: load: 343 total: 695 
+2021-08-23 08:38:05 DATA:  test-node.js  result: performance: load: 365 total: 738 
-2021-08-20 20:42:24 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-08-23 08:38:06 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-08-20 20:42:25 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 
+2021-08-23 08:38:06 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 
-2021-08-20 20:42:25 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-08-23 08:38:06 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-08-20 20:42:25 DATA:  test-node.js  result: performance: load: 343 total: 257 
+2021-08-23 08:38:06 DATA:  test-node.js  result: performance: load: 365 total: 194 
-2021-08-20 20:42:26 STATE: test-node.js passed: detect: random default 
+2021-08-23 08:38:06 STATE: test-node.js passed: detect: random default 
-2021-08-20 20:42:26 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
+2021-08-23 08:38:06 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0,"keypoints":0} 
-2021-08-20 20:42:26 DATA:  test-node.js  result: performance: load: 343 total: 704 
+2021-08-23 08:38:06 DATA:  test-node.js  result: performance: load: 365 total: 164 
-2021-08-20 20:42:26 INFO:  test-node.js test: first instance 
+2021-08-23 08:38:07 INFO:  test-node.js test: first instance 
-2021-08-20 20:42:26 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-08-23 08:38:07 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-08-20 20:42:27 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-08-23 08:38:07 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
-2021-08-20 20:42:27 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
+2021-08-23 08:38:07 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.69,"keypoints":10} 
-2021-08-20 20:42:27 DATA:  test-node.js  result: performance: load: 343 total: 953 
+2021-08-23 08:38:07 DATA:  test-node.js  result: performance: load: 365 total: 144 
-2021-08-20 20:42:27 INFO:  test-node.js test: second instance 
+2021-08-23 08:38:07 INFO:  test-node.js test: second instance 
-2021-08-20 20:42:27 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-08-23 08:38:07 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-08-20 20:42:28 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-08-23 08:38:08 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
-2021-08-20 20:42:28 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
+2021-08-23 08:38:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
-2021-08-20 20:42:28 DATA:  test-node.js  result: performance: load: 4 total: 940 
+2021-08-23 08:38:08 DATA:  test-node.js  result: performance: load: 4 total: 912 
-2021-08-20 20:42:28 INFO:  test-node.js test: concurrent 
+2021-08-23 08:38:08 INFO:  test-node.js test: concurrent 
-2021-08-20 20:42:28 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-08-23 08:38:08 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-08-20 20:42:28 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-08-23 08:38:08 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-08-20 20:42:29 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-08-23 08:38:09 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-08-20 20:42:30 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-08-23 08:38:10 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-08-20 20:42:34 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
+2021-08-23 08:38:14 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
-2021-08-20 20:42:34 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2021-08-23 08:38:14 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2021-08-20 20:42:34 DATA:  test-node.js  result: performance: load: 343 total: 4377 
+2021-08-23 08:38:14 DATA:  test-node.js  result: performance: load: 365 total: 4268 
-2021-08-20 20:42:34 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
+2021-08-23 08:38:14 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
-2021-08-20 20:42:34 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2021-08-23 08:38:14 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2021-08-20 20:42:34 DATA:  test-node.js  result: performance: load: 4 total: 4377 
+2021-08-23 08:38:14 DATA:  test-node.js  result: performance: load: 4 total: 4268 
-2021-08-20 20:42:34 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-08-23 08:38:14 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
-2021-08-20 20:42:34 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-08-23 08:38:14 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-08-20 20:42:34 DATA:  test-node.js  result: performance: load: 343 total: 4377 
+2021-08-23 08:38:14 DATA:  test-node.js  result: performance: load: 365 total: 4268 
-2021-08-20 20:42:34 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-08-23 08:38:14 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
-2021-08-20 20:42:34 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-08-23 08:38:14 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-08-20 20:42:34 DATA:  test-node.js  result: performance: load: 4 total: 4377 
+2021-08-23 08:38:14 DATA:  test-node.js  result: performance: load: 4 total: 4268 
-2021-08-20 20:42:34 INFO:  test-node.js test complete: 15280 ms 
+2021-08-23 08:38:14 INFO:  test-node.js test complete: 13405 ms 
-2021-08-20 20:42:34 INFO:  test-node-gpu.js start 
+2021-08-23 08:38:14 INFO:  test-node-gpu.js start 
-2021-08-20 20:42:35 WARN:  test-node-gpu.js stderr: 2021-08-20 20:42:35.983213: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 
+2021-08-23 08:38:15 WARN:  test-node-gpu.js stderr: 2021-08-23 08:38:15.460311: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 
-2021-08-20 20:42:36 WARN:  test-node-gpu.js stderr: 2021-08-20 20:42:36.281966: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 
+2021-08-23 08:38:15 WARN:  test-node-gpu.js stderr: 2021-08-23 08:38:15.631761: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 
-2021-08-20 20:42:36 WARN:  test-node-gpu.js stderr: 2021-08-20 20:42:36.282070: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 
+2021-08-23 08:38:15 WARN:  test-node-gpu.js stderr: 2021-08-23 08:38:15.631814: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 
-2021-08-20 20:42:36 STATE: test-node-gpu.js passed: create human 
+2021-08-23 08:38:15 STATE: test-node-gpu.js passed: create human 
-2021-08-20 20:42:36 INFO:  test-node-gpu.js human version: 2.1.4 
+2021-08-23 08:38:15 INFO:  test-node-gpu.js human version: 2.1.4 
-2021-08-20 20:42:36 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.5.0 
+2021-08-23 08:38:15 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.5.0 
-2021-08-20 20:42:36 INFO:  test-node-gpu.js tfjs version: 3.8.0 
+2021-08-23 08:38:15 INFO:  test-node-gpu.js tfjs version: 3.8.0 
-2021-08-20 20:42:36 STATE: test-node-gpu.js passed: set backend: tensorflow 
+2021-08-23 08:38:15 STATE: test-node-gpu.js passed: set backend: tensorflow 
-2021-08-20 20:42:36 STATE: test-node-gpu.js passed: load models 
+2021-08-23 08:38:15 STATE: test-node-gpu.js passed: load models 
-2021-08-20 20:42:36 STATE: test-node-gpu.js  result: defined models: 14 loaded models: 7 
+2021-08-23 08:38:15 STATE: test-node-gpu.js  result: defined models: 14 loaded models: 7 
-2021-08-20 20:42:36 STATE: test-node-gpu.js passed: warmup: none default 
+2021-08-23 08:38:15 STATE: test-node-gpu.js passed: warmup: none default 
-2021-08-20 20:42:38 STATE: test-node-gpu.js passed: warmup: face default 
+2021-08-23 08:38:17 STATE: test-node-gpu.js passed: warmup: face default 
-2021-08-20 20:42:38 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
+2021-08-23 08:38:17 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2021-08-20 20:42:38 DATA:  test-node-gpu.js  result: performance: load: 289 total: 1504 
+2021-08-23 08:38:17 DATA:  test-node-gpu.js  result: performance: load: 282 total: 1241 
-2021-08-20 20:42:39 STATE: test-node-gpu.js passed: warmup: body default 
+2021-08-23 08:38:18 STATE: test-node-gpu.js passed: warmup: body default 
-2021-08-20 20:42:39 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-08-23 08:38:18 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-08-20 20:42:39 DATA:  test-node-gpu.js  result: performance: load: 289 total: 1151 
+2021-08-23 08:38:18 DATA:  test-node-gpu.js  result: performance: load: 282 total: 1054 
-2021-08-20 20:42:39 INFO:  test-node-gpu.js test body variants 
+2021-08-23 08:38:18 INFO:  test-node-gpu.js test body variants 
-2021-08-20 20:42:40 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-08-23 08:38:19 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-08-20 20:42:40 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 
+2021-08-23 08:38:19 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 
-2021-08-20 20:42:40 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
+2021-08-23 08:38:19 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
-2021-08-20 20:42:40 DATA:  test-node-gpu.js  result: performance: load: 289 total: 735 
+2021-08-23 08:38:19 DATA:  test-node-gpu.js  result: performance: load: 282 total: 739 
-2021-08-20 20:42:41 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-08-23 08:38:20 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-08-20 20:42:42 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet 
+2021-08-23 08:38:20 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet 
-2021-08-20 20:42:42 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-08-23 08:38:20 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-08-20 20:42:42 DATA:  test-node-gpu.js  result: performance: load: 289 total: 222 
+2021-08-23 08:38:20 DATA:  test-node-gpu.js  result: performance: load: 282 total: 203 
-2021-08-20 20:42:42 STATE: test-node-gpu.js passed: detect: random default 
+2021-08-23 08:38:21 STATE: test-node-gpu.js passed: detect: random default 
-2021-08-20 20:42:42 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
+2021-08-23 08:38:21 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0,"keypoints":0} 
-2021-08-20 20:42:42 DATA:  test-node-gpu.js  result: performance: load: 289 total: 752 
+2021-08-23 08:38:21 DATA:  test-node-gpu.js  result: performance: load: 282 total: 168 
-2021-08-20 20:42:42 INFO:  test-node-gpu.js test: first instance 
+2021-08-23 08:38:21 INFO:  test-node-gpu.js test: first instance 
-2021-08-20 20:42:43 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-08-23 08:38:21 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-08-20 20:42:44 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
+2021-08-23 08:38:21 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
-2021-08-20 20:42:44 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
+2021-08-23 08:38:21 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.69,"keypoints":10} 
-2021-08-20 20:42:44 DATA:  test-node-gpu.js  result: performance: load: 289 total: 945 
+2021-08-23 08:38:21 DATA:  test-node-gpu.js  result: performance: load: 282 total: 127 
-2021-08-20 20:42:44 INFO:  test-node-gpu.js test: second instance 
+2021-08-23 08:38:21 INFO:  test-node-gpu.js test: second instance 
-2021-08-20 20:42:44 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-08-23 08:38:21 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-08-20 20:42:45 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
+2021-08-23 08:38:22 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
-2021-08-20 20:42:45 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
+2021-08-23 08:38:22 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 
-2021-08-20 20:42:45 DATA:  test-node-gpu.js  result: performance: load: 3 total: 914 
+2021-08-23 08:38:22 DATA:  test-node-gpu.js  result: performance: load: 2 total: 884 
-2021-08-20 20:42:45 INFO:  test-node-gpu.js test: concurrent 
+2021-08-23 08:38:22 INFO:  test-node-gpu.js test: concurrent 
-2021-08-20 20:42:45 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-08-23 08:38:22 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-08-20 20:42:45 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-08-23 08:38:22 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-08-20 20:42:46 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-08-23 08:38:23 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-08-20 20:42:47 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-08-23 08:38:24 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-08-20 20:42:51 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
+2021-08-23 08:38:28 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
-2021-08-20 20:42:51 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2021-08-23 08:38:28 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2021-08-20 20:42:51 DATA:  test-node-gpu.js  result: performance: load: 289 total: 4370 
+2021-08-23 08:38:28 DATA:  test-node-gpu.js  result: performance: load: 282 total: 4167 
-2021-08-20 20:42:51 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
+2021-08-23 08:38:28 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
-2021-08-20 20:42:51 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
+2021-08-23 08:38:28 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 
-2021-08-20 20:42:51 DATA:  test-node-gpu.js  result: performance: load: 3 total: 4370 
+2021-08-23 08:38:28 DATA:  test-node-gpu.js  result: performance: load: 2 total: 4167 
-2021-08-20 20:42:51 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
+2021-08-23 08:38:28 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
-2021-08-20 20:42:51 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-08-23 08:38:28 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-08-20 20:42:51 DATA:  test-node-gpu.js  result: performance: load: 289 total: 4370 
+2021-08-23 08:38:28 DATA:  test-node-gpu.js  result: performance: load: 282 total: 4167 
-2021-08-20 20:42:51 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
+2021-08-23 08:38:28 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
-2021-08-20 20:42:51 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2021-08-23 08:38:28 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2021-08-20 20:42:51 DATA:  test-node-gpu.js  result: performance: load: 3 total: 4370 
+2021-08-23 08:38:28 DATA:  test-node-gpu.js  result: performance: load: 2 total: 4167 
-2021-08-20 20:42:51 INFO:  test-node-gpu.js test complete: 15164 ms 
+2021-08-23 08:38:28 INFO:  test-node-gpu.js test complete: 13105 ms 
-2021-08-20 20:42:51 INFO:  test-node-wasm.js start 
+2021-08-23 08:38:28 INFO:  test-node-wasm.js start 
-2021-08-20 20:42:51 ERROR: test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030 
+2021-08-23 08:38:29 ERROR: test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030 
-2021-08-20 20:42:51 ERROR: test-node-wasm.js aborting test 
+2021-08-23 08:38:29 ERROR: test-node-wasm.js aborting test 
-2021-08-20 20:42:51 INFO:  status: {"passed":46,"failed":1} 
+2021-08-23 08:38:29 INFO:  status: {"passed":46,"failed":1} 

types/src/human.d.ts

@@ -7,7 +7,7 @@ import * as tf from '../dist/tfjs.esm.js';
 import * as facemesh from './blazeface/facemesh';
 import * as draw from './draw/draw';
 import { Tensor, GraphModel } from './tfjs/types';
-export type { Config } from './config';
+export { Config } from './config';
 export type { Result, Face, Hand, Body, Item, Gesture, Person } from './result';
 export type { DrawOptions } from './draw/draw';
 /** Defines all possible input types for **Human** detection

wiki

@@ -1 +1 @@
-Subproject commit 65558ea91f6d5ec2dbc46bf9c46c592d34dce706
+Subproject commit e894eff5aee6aeca6a7690c5a3d6a0f7404d7f2c