update tests and demos

CHANGELOG.md

@@ -9,14 +9,16 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
 
 ## Changelog
 
-### **HEAD -> main** 2021/06/01 mandic00@live.com
+### **HEAD -> main** 2021/06/02 mandic00@live.com
 
+- implemented drag & drop for image processing
+
+### **origin/main** 2021/06/01 mandic00@live.com
+
+- breaking changes to results.face output properties
 - breaking changes to results.object output properties
 - breaking changes to results.hand output properties
 - breaking changes to results.body output properties
-
-### **origin/main** 2021/05/31 mandic00@live.com
-
 - implemented human.next global interpolation method
 - finished draw buffering and smoothing and enabled by default
 - implemented service worker

README.md

@@ -30,6 +30,7 @@ Check out [**Live Demo**](https://vladmandic.github.io/human/demo/index.html) ap
 - To start video detection, simply press *Play*  
 - To process images, simply drag & drop in your Browser window  
 - Note: For optimal performance, select only models you'd like to use
+- Note: If you have modern GPU, WebGL (default) backend is preferred, otherwise select WASM backend
 
 <br>
 

demo/facematch.js

@@ -183,44 +183,36 @@ async function main() {
   // pre-load human models
   await human.load();
 
-  let res;
   let images = [];
   let dir = [];
   // load face descriptor database
   await getFaceDB();
 
   // enumerate all sample images in /assets
-  res = await fetch('/assets');
+  const res = await fetch('/samples/groups');
   dir = (res && res.ok) ? await res.json() : [];
   images = images.concat(dir.filter((img) => (img.endsWith('.jpg') && img.includes('sample'))));
-  // enumerate additional private test images in /private, not includded in git repository
-  res = await fetch('/private/me');
-  dir = (res && res.ok) ? await res.json() : [];
-  images = images.concat(dir.filter((img) => (img.endsWith('.jpg'))));
-
-  // enumerate additional error images, not includded in git repository
-  res = await fetch('/private/err');
-  dir = (res && res.ok) ? await res.json() : [];
-  images = images.concat(dir.filter((img) => (img.endsWith('.jpg'))));
-  log('Enumerated:', images.length, 'images');
 
   // could not dynamically enumerate images so using static list
   if (images.length === 0) {
     images = [
-      'sample1.jpg',
-      'sample2.jpg',
-      'sample3.jpg',
-      'sample4.jpg',
-      'sample5.jpg',
-      'sample6.jpg',
-      'sample6.jpg',
-      'sample-me.jpg',
-      'human-sample-face.jpg',
-      'human-sample-upper.jpg',
-      'human-sample-body.jpg',
+      'groups/group1.jpg',
+      'groups/group2.jpg',
+      'groups/group3.jpg',
+      'groups/group4.jpg',
+      'groups/group5.jpg',
+      'groups/group6.jpg',
+      'groups/group7.jpg',
+      'groups/group8.jpg',
+      'groups/group9.jpg',
+      'groups/group10.jpg',
+      'groups/group11.jpg',
+      'groups/group12.jpg',
+      'groups/group13.jpg',
+      'groups/group14.jpg',
     ];
     // add prefix for gitpages
-    images = images.map((a) => `/human/assets/${a}`);
+    images = images.map((a) => `/samples/${a}`);
     log('Adding static image list:', images.length, 'images');
   }
 

dist/human.esm-nobundle.js

@@ -114,7 +114,7 @@ var config = {
     detector: {
       modelPath: "blazeface.json",
       rotation: true,
-      maxDetected: 5,
+      maxDetected: 15,
       skipFrames: 15,
       minConfidence: 0.2,
       iouThreshold: 0.1,
@@ -4458,8 +4458,6 @@ var detectFace = async (parent, input) => {
       delete faces[i].annotations.rightEyeIris;
     }
     const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;
-    if (faces[i].image)
-      delete faces[i].image;
     faceRes.push({
       ...faces[i],
       id: i,
@@ -4473,6 +4471,8 @@ var detectFace = async (parent, input) => {
       tensor: parent.config.face.detector.return ? tfjs_esm_exports.squeeze(faces[i].image) : null
     });
     tfjs_esm_exports.dispose(faces[i].image);
+    if (faces[i].image)
+      delete faces[i].image;
     parent.analyze("End Face");
   }
   parent.analyze("End FaceMesh:");

dist/human.esm.js

@@ -108,7 +108,7 @@ var config = {
     detector: {
       modelPath: "blazeface.json",
       rotation: true,
-      maxDetected: 5,
+      maxDetected: 15,
       skipFrames: 15,
       minConfidence: 0.2,
       iouThreshold: 0.1,
@@ -62394,8 +62394,6 @@ var detectFace = async (parent, input2) => {
       delete faces[i].annotations.rightEyeIris;
     }
     const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0;
-    if (faces[i].image)
-      delete faces[i].image;
     faceRes.push({
       ...faces[i],
       id: i,
@@ -62409,6 +62407,8 @@ var detectFace = async (parent, input2) => {
       tensor: parent.config.face.detector.return ? squeeze(faces[i].image) : null
     });
     dispose(faces[i].image);
+    if (faces[i].image)
+      delete faces[i].image;
     parent.analyze("End Face");
   }
   parent.analyze("End FaceMesh:");

dist/human.js

@@ -116,7 +116,7 @@ var Human = (() => {
       detector: {
         modelPath: "blazeface.json",
         rotation: true,
-        maxDetected: 5,
+        maxDetected: 15,
         skipFrames: 15,
         minConfidence: 0.2,
         iouThreshold: 0.1,
@@ -62402,8 +62402,6 @@ return a / b;`;
         delete faces[i].annotations.rightEyeIris;
       }
       const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0;
-      if (faces[i].image)
-        delete faces[i].image;
       faceRes.push({
         ...faces[i],
         id: i,
@@ -62417,6 +62415,8 @@ return a / b;`;
         tensor: parent.config.face.detector.return ? squeeze(faces[i].image) : null
       });
       dispose(faces[i].image);
+      if (faces[i].image)
+        delete faces[i].image;
       parent.analyze("End Face");
     }
     parent.analyze("End FaceMesh:");

dist/human.node-gpu.js

@@ -156,7 +156,7 @@ var config = {
     detector: {
       modelPath: "blazeface.json",
       rotation: true,
-      maxDetected: 5,
+      maxDetected: 15,
       skipFrames: 15,
       minConfidence: 0.2,
       iouThreshold: 0.1,
@@ -4479,8 +4479,6 @@ var detectFace = async (parent, input) => {
       delete faces[i].annotations.rightEyeIris;
     }
     const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;
-    if (faces[i].image)
-      delete faces[i].image;
     faceRes.push({
       ...faces[i],
       id: i,
@@ -4494,6 +4492,8 @@ var detectFace = async (parent, input) => {
       tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null
     });
     tf8.dispose(faces[i].image);
+    if (faces[i].image)
+      delete faces[i].image;
     parent.analyze("End Face");
   }
   parent.analyze("End FaceMesh:");

dist/human.node-wasm.js

@@ -157,7 +157,7 @@ var config = {
     detector: {
       modelPath: "blazeface.json",
       rotation: true,
-      maxDetected: 5,
+      maxDetected: 15,
       skipFrames: 15,
       minConfidence: 0.2,
       iouThreshold: 0.1,
@@ -4480,8 +4480,6 @@ var detectFace = async (parent, input) => {
       delete faces[i].annotations.rightEyeIris;
     }
     const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;
-    if (faces[i].image)
-      delete faces[i].image;
     faceRes.push({
       ...faces[i],
       id: i,
@@ -4495,6 +4493,8 @@ var detectFace = async (parent, input) => {
       tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null
     });
     tf8.dispose(faces[i].image);
+    if (faces[i].image)
+      delete faces[i].image;
     parent.analyze("End Face");
   }
   parent.analyze("End FaceMesh:");

dist/human.node.js

@@ -156,7 +156,7 @@ var config = {
     detector: {
       modelPath: "blazeface.json",
       rotation: true,
-      maxDetected: 5,
+      maxDetected: 15,
       skipFrames: 15,
       minConfidence: 0.2,
       iouThreshold: 0.1,
@@ -4479,8 +4479,6 @@ var detectFace = async (parent, input) => {
       delete faces[i].annotations.rightEyeIris;
     }
     const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;
-    if (faces[i].image)
-      delete faces[i].image;
     faceRes.push({
       ...faces[i],
       id: i,
@@ -4494,6 +4492,8 @@ var detectFace = async (parent, input) => {
       tensor: parent.config.face.detector.return ? tf8.squeeze(faces[i].image) : null
     });
     tf8.dispose(faces[i].image);
+    if (faces[i].image)
+      delete faces[i].image;
     parent.analyze("End Face");
   }
   parent.analyze("End FaceMesh:");

samples/README.md

@@ -0,0 +1,4 @@
+# Human Library: Sample Images
+
+Sample Images used by `Human` library demos and automated tests
+Not required for normal funcioning of library

server/README.md

@@ -4,3 +4,5 @@ For details see Wiki:
 
 - [**Build Process**](https://github.com/vladmandic/human/wiki/Build-Process)
 - [**Development Server**](https://github.com/vladmandic/human/wiki/Development-Server)
+
+Not required for normal funcioning of library

server/build.log

@@ -1,17 +1,17 @@
-2021-06-01 08:56:45 INFO:  @vladmandic/human version 2.0.0 
-2021-06-01 08:56:45 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 
-2021-06-01 08:56:45 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 
-2021-06-01 08:56:45 STATE: Build for: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1292,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-01 08:56:45 STATE: Build for: node type: node: {"imports":40,"importBytes":418566,"outputBytes":371338,"outputFiles":"dist/human.node.js"} 
-2021-06-01 08:56:45 STATE: Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1300,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-01 08:56:46 STATE: Build for: nodeGPU type: node: {"imports":40,"importBytes":418574,"outputBytes":371342,"outputFiles":"dist/human.node-gpu.js"} 
-2021-06-01 08:56:46 STATE: Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1367,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-01 08:56:46 STATE: Build for: nodeWASM type: node: {"imports":40,"importBytes":418641,"outputBytes":371414,"outputFiles":"dist/human.node-wasm.js"} 
-2021-06-01 08:56:46 STATE: Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2478,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-01 08:56:46 STATE: Build for: browserNoBundle type: esm: {"imports":40,"importBytes":418668,"outputBytes":244745,"outputFiles":"dist/human.esm-nobundle.js"} 
-2021-06-01 08:56:46 STATE: Build for: browserBundle type: tfjs: {"modules":1274,"moduleBytes":4114813,"imports":7,"importBytes":2478,"outputBytes":1111418,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-01 08:56:47 STATE: Build for: browserBundle type: iife: {"imports":40,"importBytes":1528692,"outputBytes":1352544,"outputFiles":"dist/human.js"} 
-2021-06-01 08:56:47 STATE: Build for: browserBundle type: esm: {"imports":40,"importBytes":1528692,"outputBytes":1352536,"outputFiles":"dist/human.esm.js"} 
-2021-06-01 08:56:47 INFO:  Generate types: ["src/human.ts"] 
-2021-06-01 08:56:52 INFO:  Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"] 
-2021-06-01 08:56:52 INFO:  Generate TypeDocs: ["src/human.ts"] 
+2021-06-02 12:45:19 INFO:  @vladmandic/human version 2.0.0 
+2021-06-02 12:45:19 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 
+2021-06-02 12:45:19 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 
+2021-06-02 12:45:19 STATE: Build for: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1292,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-02 12:45:19 STATE: Build for: node type: node: {"imports":40,"importBytes":418563,"outputBytes":371336,"outputFiles":"dist/human.node.js"} 
+2021-06-02 12:45:19 STATE: Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1300,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-02 12:45:20 STATE: Build for: nodeGPU type: node: {"imports":40,"importBytes":418571,"outputBytes":371340,"outputFiles":"dist/human.node-gpu.js"} 
+2021-06-02 12:45:20 STATE: Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1367,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-02 12:45:20 STATE: Build for: nodeWASM type: node: {"imports":40,"importBytes":418638,"outputBytes":371412,"outputFiles":"dist/human.node-wasm.js"} 
+2021-06-02 12:45:20 STATE: Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2478,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-02 12:45:20 STATE: Build for: browserNoBundle type: esm: {"imports":40,"importBytes":418665,"outputBytes":244744,"outputFiles":"dist/human.esm-nobundle.js"} 
+2021-06-02 12:45:20 STATE: Build for: browserBundle type: tfjs: {"modules":1274,"moduleBytes":4114813,"imports":7,"importBytes":2478,"outputBytes":1111418,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-02 12:45:21 STATE: Build for: browserBundle type: iife: {"imports":40,"importBytes":1528689,"outputBytes":1352543,"outputFiles":"dist/human.js"} 
+2021-06-02 12:45:21 STATE: Build for: browserBundle type: esm: {"imports":40,"importBytes":1528689,"outputBytes":1352535,"outputFiles":"dist/human.esm.js"} 
+2021-06-02 12:45:21 INFO:  Generate types: ["src/human.ts"] 
+2021-06-02 12:45:26 INFO:  Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"] 
+2021-06-02 12:45:26 INFO:  Generate TypeDocs: ["src/human.ts"] 

src/config.ts

@@ -244,7 +244,7 @@ const config: Config = {
       rotation: true,        // use best-guess rotated face image or just box with rotation as-is
                              // false means higher performance, but incorrect mesh mapping if face angle is above 20 degrees
                              // this parameter is not valid in nodejs
-      maxDetected: 5,        // maximum number of faces detected in the input
+      maxDetected: 15,       // maximum number of faces detected in the input
                              // should be set to the minimum number for performance
       skipFrames: 15,        // how many max frames to go without re-running the face bounding box detector
                              // only used when cacheSensitivity is not zero

src/face.ts

@@ -211,7 +211,6 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
       : 0;
 
     // combine results
-    if (faces[i].image) delete faces[i].image;
     faceRes.push({
       ...faces[i],
       id: i,
@@ -226,6 +225,8 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
     });
     // dispose original face tensor
     tf.dispose(faces[i].image);
+    // delete temp face image
+    if (faces[i].image) delete faces[i].image;
 
     parent.analyze('End Face');
   }

test/README.md

@@ -2,6 +2,8 @@
 
 ## Automatic Tests
 
+Not required for normal funcioning of library
+
 ### NodeJS using TensorFlow library
 
 - Image filters are disabled due to lack of Canvas and WeBGL access

test/test-main.js

@@ -140,22 +140,22 @@ async function test(Human, inputConfig) {
 
   log('info', 'test body variants');
   config.body = { modelPath: 'posenet.json', enabled: true };
-  await testDetect(human, 'assets/human-sample-body.jpg', 'posenet');
+  await testDetect(human, 'samples/ai-body.jpg', 'posenet');
   config.body = { modelPath: 'movenet-lightning.json', enabled: true };
-  await testDetect(human, 'assets/human-sample-body.jpg', 'movenet');
+  await testDetect(human, 'samples/ai-body.jpg', 'movenet');
 
   await testDetect(human, null, 'default');
   log('info', 'test: first instance');
-  await testDetect(human, 'assets/sample-me.jpg', 'default');
+  await testDetect(human, 'samples/ai-upper.jpg', 'default');
   log('info', 'test: second instance');
   const second = new Human(config);
-  await testDetect(second, 'assets/sample-me.jpg', 'default');
+  await testDetect(second, 'samples/ai-upper.jpg', 'default');
   log('info', 'test: concurrent');
   await Promise.all([
-    testDetect(human, 'assets/human-sample-face.jpg', 'default'),
-    testDetect(second, 'assets/human-sample-face.jpg', 'default'),
-    testDetect(human, 'assets/human-sample-body.jpg', 'default'),
-    testDetect(second, 'assets/human-sample-body.jpg', 'default'),
+    testDetect(human, 'samples/ai-face.jpg', 'default'),
+    testDetect(second, 'samples/ai-face.jpg', 'default'),
+    testDetect(human, 'samples/ai-body.jpg', 'default'),
+    testDetect(second, 'samples/ai-body.jpg', 'default'),
   ]);
   const t1 = process.hrtime.bigint();
   log('info', 'test complete:', Math.trunc(Number(t1 - t0) / 1000 / 1000), 'ms');

test/test.log

@@ -1,169 +1,169 @@
-2021-06-01 08:57:45 INFO:  @vladmandic/human version 2.0.0 
-2021-06-01 08:57:45 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 
-2021-06-01 08:57:45 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
-2021-06-01 08:57:45 INFO:  test-node.js start 
-2021-06-01 08:57:45 STATE: test-node.js passed: create human 
-2021-06-01 08:57:45 INFO:  test-node.js human version: 2.0.0 
-2021-06-01 08:57:45 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0 
-2021-06-01 08:57:45 INFO:  test-node.js tfjs version: 3.6.0 
-2021-06-01 08:57:46 STATE: test-node.js passed: set backend: tensorflow 
-2021-06-01 08:57:46 STATE: test-node.js passed: load models 
-2021-06-01 08:57:46 STATE: test-node.js  result: defined models: 13 loaded models: 6 
-2021-06-01 08:57:46 STATE: test-node.js passed: warmup: none default 
-2021-06-01 08:57:47 STATE: test-node.js passed: warmup: face default 
-2021-06-01 08:57:47 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":0.73,"keypoints":5} 
-2021-06-01 08:57:47 DATA:  test-node.js  result: performance: load: 334 total: 1463 
-2021-06-01 08:57:49 STATE: test-node.js passed: warmup: body default 
-2021-06-01 08:57:49 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":0.93,"keypoints":17} 
-2021-06-01 08:57:49 DATA:  test-node.js  result: performance: load: 334 total: 1665 
-2021-06-01 08:57:49 INFO:  test-node.js test body variants 
-2021-06-01 08:57:50 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:57:51 STATE: test-node.js passed: detect: assets/human-sample-body.jpg posenet 
-2021-06-01 08:57:51 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} 
-2021-06-01 08:57:51 DATA:  test-node.js  result: performance: load: 334 total: 1015 
-2021-06-01 08:57:52 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:57:52 STATE: test-node.js passed: detect: assets/human-sample-body.jpg movenet 
-2021-06-01 08:57:52 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":0.93,"keypoints":17} 
-2021-06-01 08:57:52 DATA:  test-node.js  result: performance: load: 334 total: 376 
-2021-06-01 08:57:53 STATE: test-node.js passed: detect: random default 
-2021-06-01 08:57:53 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
-2021-06-01 08:57:53 DATA:  test-node.js  result: performance: load: 334 total: 882 
-2021-06-01 08:57:53 INFO:  test-node.js test: first instance 
-2021-06-01 08:57:53 STATE: test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3] 
-2021-06-01 08:57:55 STATE: test-node.js passed: detect: assets/sample-me.jpg default 
-2021-06-01 08:57:55 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"age":39.2,"gender":"male"} {"score":0.68,"class":"person"} {"score":0.67,"keypoints":7} 
-2021-06-01 08:57:55 DATA:  test-node.js  result: performance: load: 334 total: 1387 
-2021-06-01 08:57:55 INFO:  test-node.js test: second instance 
-2021-06-01 08:57:55 STATE: test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3] 
-2021-06-01 08:57:57 STATE: test-node.js passed: detect: assets/sample-me.jpg default 
-2021-06-01 08:57:57 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"age":39.2,"gender":"male"} {"score":0.68,"class":"person"} {"score":0.67,"keypoints":7} 
-2021-06-01 08:57:57 DATA:  test-node.js  result: performance: load: 2 total: 1339 
-2021-06-01 08:57:57 INFO:  test-node.js test: concurrent 
-2021-06-01 08:57:57 STATE: test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 
-2021-06-01 08:57:57 STATE: test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 
-2021-06-01 08:57:58 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:57:59 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:04 STATE: test-node.js passed: detect: assets/human-sample-face.jpg default 
-2021-06-01 08:58:04 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":0.73,"keypoints":17} 
-2021-06-01 08:58:04 DATA:  test-node.js  result: performance: load: 334 total: 5263 
-2021-06-01 08:58:04 STATE: test-node.js passed: detect: assets/human-sample-face.jpg default 
-2021-06-01 08:58:04 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":0.73,"keypoints":17} 
-2021-06-01 08:58:04 DATA:  test-node.js  result: performance: load: 2 total: 5263 
-2021-06-01 08:58:04 STATE: test-node.js passed: detect: assets/human-sample-body.jpg default 
-2021-06-01 08:58:04 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":0.93,"keypoints":17} 
-2021-06-01 08:58:04 DATA:  test-node.js  result: performance: load: 334 total: 5263 
-2021-06-01 08:58:04 STATE: test-node.js passed: detect: assets/human-sample-body.jpg default 
-2021-06-01 08:58:04 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":0.93,"keypoints":17} 
-2021-06-01 08:58:04 DATA:  test-node.js  result: performance: load: 2 total: 5263 
-2021-06-01 08:58:04 INFO:  test-node.js test complete: 18675 ms 
-2021-06-01 08:58:04 INFO:  test-node-gpu.js start 
-2021-06-01 08:58:04 WARN:  test-node-gpu.js stderr: 2021-06-01 08:58:04.942701: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 
-2021-06-01 08:58:04 WARN:  test-node-gpu.js stderr: 2021-06-01 08:58:04.994440: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 
-2021-06-01 08:58:04 WARN:  test-node-gpu.js stderr: 2021-06-01 08:58:04.994476: 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 
-2021-06-01 08:58:05 STATE: test-node-gpu.js passed: create human 
-2021-06-01 08:58:05 INFO:  test-node-gpu.js human version: 2.0.0 
-2021-06-01 08:58:05 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0 
-2021-06-01 08:58:05 INFO:  test-node-gpu.js tfjs version: 3.6.0 
-2021-06-01 08:58:05 STATE: test-node-gpu.js passed: set backend: tensorflow 
-2021-06-01 08:58:05 STATE: test-node-gpu.js passed: load models 
-2021-06-01 08:58:05 STATE: test-node-gpu.js  result: defined models: 13 loaded models: 6 
-2021-06-01 08:58:05 STATE: test-node-gpu.js passed: warmup: none default 
-2021-06-01 08:58:06 STATE: test-node-gpu.js passed: warmup: face default 
-2021-06-01 08:58:06 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":0.73,"keypoints":5} 
-2021-06-01 08:58:06 DATA:  test-node-gpu.js  result: performance: load: 333 total: 1468 
-2021-06-01 08:58:08 STATE: test-node-gpu.js passed: warmup: body default 
-2021-06-01 08:58:08 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":0.93,"keypoints":17} 
-2021-06-01 08:58:08 DATA:  test-node-gpu.js  result: performance: load: 333 total: 1521 
-2021-06-01 08:58:08 INFO:  test-node-gpu.js test body variants 
-2021-06-01 08:58:09 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:10 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg posenet 
-2021-06-01 08:58:10 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} 
-2021-06-01 08:58:10 DATA:  test-node-gpu.js  result: performance: load: 333 total: 977 
-2021-06-01 08:58:11 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:11 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg movenet 
-2021-06-01 08:58:11 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":0.93,"keypoints":17} 
-2021-06-01 08:58:11 DATA:  test-node-gpu.js  result: performance: load: 333 total: 270 
-2021-06-01 08:58:12 STATE: test-node-gpu.js passed: detect: random default 
-2021-06-01 08:58:12 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} 
-2021-06-01 08:58:12 DATA:  test-node-gpu.js  result: performance: load: 333 total: 167 
-2021-06-01 08:58:12 INFO:  test-node-gpu.js test: first instance 
-2021-06-01 08:58:12 STATE: test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3] 
-2021-06-01 08:58:12 STATE: test-node-gpu.js passed: detect: assets/sample-me.jpg default 
-2021-06-01 08:58:12 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.67,"keypoints":7} 
-2021-06-01 08:58:12 DATA:  test-node-gpu.js  result: performance: load: 333 total: 93 
-2021-06-01 08:58:12 INFO:  test-node-gpu.js test: second instance 
-2021-06-01 08:58:12 STATE: test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3] 
-2021-06-01 08:58:14 STATE: test-node-gpu.js passed: detect: assets/sample-me.jpg default 
-2021-06-01 08:58:14 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"age":39.2,"gender":"male"} {"score":0.68,"class":"person"} {"score":0.67,"keypoints":7} 
-2021-06-01 08:58:14 DATA:  test-node-gpu.js  result: performance: load: 5 total: 1460 
-2021-06-01 08:58:14 INFO:  test-node-gpu.js test: concurrent 
-2021-06-01 08:58:14 STATE: test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 
-2021-06-01 08:58:14 STATE: test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 
-2021-06-01 08:58:15 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:16 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:21 STATE: test-node-gpu.js passed: detect: assets/human-sample-face.jpg default 
-2021-06-01 08:58:21 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":0.73,"keypoints":17} 
-2021-06-01 08:58:21 DATA:  test-node-gpu.js  result: performance: load: 333 total: 5282 
-2021-06-01 08:58:21 STATE: test-node-gpu.js passed: detect: assets/human-sample-face.jpg default 
-2021-06-01 08:58:21 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":0.73,"keypoints":17} 
-2021-06-01 08:58:21 DATA:  test-node-gpu.js  result: performance: load: 5 total: 5282 
-2021-06-01 08:58:21 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg default 
-2021-06-01 08:58:21 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":0.93,"keypoints":17} 
-2021-06-01 08:58:21 DATA:  test-node-gpu.js  result: performance: load: 333 total: 5282 
-2021-06-01 08:58:21 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg default 
-2021-06-01 08:58:21 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":0.93,"keypoints":17} 
-2021-06-01 08:58:21 DATA:  test-node-gpu.js  result: performance: load: 5 total: 5282 
-2021-06-01 08:58:21 INFO:  test-node-gpu.js test complete: 16736 ms 
-2021-06-01 08:58:21 INFO:  test-node-wasm.js start 
-2021-06-01 08:58:22 STATE: test-node-wasm.js passed: model server: http://localhost:10030/models/ 
-2021-06-01 08:58:22 STATE: test-node-wasm.js passed: create human 
-2021-06-01 08:58:22 INFO:  test-node-wasm.js human version: 2.0.0 
-2021-06-01 08:58:22 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.0.0 
-2021-06-01 08:58:22 INFO:  test-node-wasm.js tfjs version: 3.6.0 
-2021-06-01 08:58:22 STATE: test-node-wasm.js passed: set backend: wasm 
-2021-06-01 08:58:22 STATE: test-node-wasm.js passed: load models 
-2021-06-01 08:58:22 STATE: test-node-wasm.js  result: defined models: 13 loaded models: 5 
-2021-06-01 08:58:22 STATE: test-node-wasm.js passed: warmup: none default 
-2021-06-01 08:58:22 ERROR: test-node-wasm.js failed: warmup: face default 
-2021-06-01 08:58:22 ERROR: test-node-wasm.js failed: warmup: body default 
-2021-06-01 08:58:22 INFO:  test-node-wasm.js test body variants 
-2021-06-01 08:58:24 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:28 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg posenet 
-2021-06-01 08:58:28 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.96,"keypoints":16} 
-2021-06-01 08:58:28 DATA:  test-node-wasm.js  result: performance: load: 666 total: 3243 
-2021-06-01 08:58:30 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:32 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg movenet 
-2021-06-01 08:58:32 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
-2021-06-01 08:58:32 DATA:  test-node-wasm.js  result: performance: load: 666 total: 1979 
-2021-06-01 08:58:32 STATE: test-node-wasm.js passed: detect: random default 
-2021-06-01 08:58:32 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
-2021-06-01 08:58:32 DATA:  test-node-wasm.js  result: performance: load: 666 total: 232 
-2021-06-01 08:58:32 INFO:  test-node-wasm.js test: first instance 
-2021-06-01 08:58:33 STATE: test-node-wasm.js passed: load image: assets/sample-me.jpg [1,700,700,3] 
-2021-06-01 08:58:33 STATE: test-node-wasm.js passed: detect: assets/sample-me.jpg default 
-2021-06-01 08:58:33 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 person: 0 {} {} {"score":0.67,"keypoints":7} 
-2021-06-01 08:58:33 DATA:  test-node-wasm.js  result: performance: load: 666 total: 239 
-2021-06-01 08:58:33 INFO:  test-node-wasm.js test: second instance 
-2021-06-01 08:58:33 STATE: test-node-wasm.js passed: load image: assets/sample-me.jpg [1,700,700,3] 
-2021-06-01 08:58:36 STATE: test-node-wasm.js passed: detect: assets/sample-me.jpg default 
-2021-06-01 08:58:36 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":39.2,"gender":"male"} {} {"score":0.67,"keypoints":7} 
-2021-06-01 08:58:36 DATA:  test-node-wasm.js  result: performance: load: 4 total: 2370 
-2021-06-01 08:58:36 INFO:  test-node-wasm.js test: concurrent 
-2021-06-01 08:58:36 STATE: test-node-wasm.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 
-2021-06-01 08:58:36 STATE: test-node-wasm.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 
-2021-06-01 08:58:38 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:40 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 
-2021-06-01 08:58:49 STATE: test-node-wasm.js passed: detect: assets/human-sample-face.jpg default 
-2021-06-01 08:58:49 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 
-2021-06-01 08:58:49 DATA:  test-node-wasm.js  result: performance: load: 666 total: 9077 
-2021-06-01 08:58:49 STATE: test-node-wasm.js passed: detect: assets/human-sample-face.jpg default 
-2021-06-01 08:58:49 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 
-2021-06-01 08:58:49 DATA:  test-node-wasm.js  result: performance: load: 4 total: 9077 
-2021-06-01 08:58:49 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg default 
-2021-06-01 08:58:49 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
-2021-06-01 08:58:49 DATA:  test-node-wasm.js  result: performance: load: 666 total: 9077 
-2021-06-01 08:58:49 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg default 
-2021-06-01 08:58:49 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
-2021-06-01 08:58:49 DATA:  test-node-wasm.js  result: performance: load: 4 total: 9077 
-2021-06-01 08:58:49 INFO:  test-node-wasm.js test complete: 27096 ms 
-2021-06-01 08:58:49 INFO:  status: {"passed":68,"failed":2} 
+2021-06-02 13:20:17 INFO:  @vladmandic/human version 2.0.0 
+2021-06-02 13:20:17 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 
+2021-06-02 13:20:17 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
+2021-06-02 13:20:17 INFO:  test-node.js start 
+2021-06-02 13:20:18 STATE: test-node.js passed: create human 
+2021-06-02 13:20:18 INFO:  test-node.js human version: 2.0.0 
+2021-06-02 13:20:18 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0 
+2021-06-02 13:20:18 INFO:  test-node.js tfjs version: 3.6.0 
+2021-06-02 13:20:18 STATE: test-node.js passed: set backend: tensorflow 
+2021-06-02 13:20:18 STATE: test-node.js passed: load models 
+2021-06-02 13:20:18 STATE: test-node.js  result: defined models: 13 loaded models: 6 
+2021-06-02 13:20:18 STATE: test-node.js passed: warmup: none default 
+2021-06-02 13:20:20 STATE: test-node.js passed: warmup: face default 
+2021-06-02 13:20:20 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":0.73,"keypoints":5} 
+2021-06-02 13:20:20 DATA:  test-node.js  result: performance: load: 332 total: 1557 
+2021-06-02 13:20:21 STATE: test-node.js passed: warmup: body default 
+2021-06-02 13:20:21 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":0.93,"keypoints":17} 
+2021-06-02 13:20:21 DATA:  test-node.js  result: performance: load: 332 total: 1589 
+2021-06-02 13:20:21 INFO:  test-node.js test body variants 
+2021-06-02 13:20:23 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:20:24 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 
+2021-06-02 13:20:24 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} 
+2021-06-02 13:20:24 DATA:  test-node.js  result: performance: load: 332 total: 1011 
+2021-06-02 13:20:25 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:20:25 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 
+2021-06-02 13:20:25 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":0.93,"keypoints":17} 
+2021-06-02 13:20:25 DATA:  test-node.js  result: performance: load: 332 total: 329 
+2021-06-02 13:20:26 STATE: test-node.js passed: detect: random default 
+2021-06-02 13:20:26 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
+2021-06-02 13:20:26 DATA:  test-node.js  result: performance: load: 332 total: 846 
+2021-06-02 13:20:26 INFO:  test-node.js test: first instance 
+2021-06-02 13:20:26 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-06-02 13:20:28 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-06-02 13:20:28 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":0.78,"keypoints":7} 
+2021-06-02 13:20:28 DATA:  test-node.js  result: performance: load: 332 total: 1373 
+2021-06-02 13:20:28 INFO:  test-node.js test: second instance 
+2021-06-02 13:20:28 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-06-02 13:20:29 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-06-02 13:20:29 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":0.78,"keypoints":7} 
+2021-06-02 13:20:29 DATA:  test-node.js  result: performance: load: 5 total: 1272 
+2021-06-02 13:20:29 INFO:  test-node.js test: concurrent 
+2021-06-02 13:20:29 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-02 13:20:29 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-02 13:20:30 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:20:31 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:20:37 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
+2021-06-02 13:20:37 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":0.73,"keypoints":17} 
+2021-06-02 13:20:37 DATA:  test-node.js  result: performance: load: 332 total: 5496 
+2021-06-02 13:20:37 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
+2021-06-02 13:20:37 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":0.73,"keypoints":17} 
+2021-06-02 13:20:37 DATA:  test-node.js  result: performance: load: 5 total: 5496 
+2021-06-02 13:20:37 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-06-02 13:20:37 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":0.93,"keypoints":17} 
+2021-06-02 13:20:37 DATA:  test-node.js  result: performance: load: 332 total: 5496 
+2021-06-02 13:20:37 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-06-02 13:20:37 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":0.93,"keypoints":17} 
+2021-06-02 13:20:37 DATA:  test-node.js  result: performance: load: 5 total: 5496 
+2021-06-02 13:20:37 INFO:  test-node.js test complete: 18941 ms 
+2021-06-02 13:20:37 INFO:  test-node-gpu.js start 
+2021-06-02 13:20:37 WARN:  test-node-gpu.js stderr: 2021-06-02 13:20:37.822445: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 
+2021-06-02 13:20:37 WARN:  test-node-gpu.js stderr: 2021-06-02 13:20:37.875354: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 
+2021-06-02 13:20:37 WARN:  test-node-gpu.js stderr: 2021-06-02 13:20:37.875595: 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 
+2021-06-02 13:20:37 STATE: test-node-gpu.js passed: create human 
+2021-06-02 13:20:37 INFO:  test-node-gpu.js human version: 2.0.0 
+2021-06-02 13:20:37 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0 
+2021-06-02 13:20:37 INFO:  test-node-gpu.js tfjs version: 3.6.0 
+2021-06-02 13:20:38 STATE: test-node-gpu.js passed: set backend: tensorflow 
+2021-06-02 13:20:38 STATE: test-node-gpu.js passed: load models 
+2021-06-02 13:20:38 STATE: test-node-gpu.js  result: defined models: 13 loaded models: 6 
+2021-06-02 13:20:38 STATE: test-node-gpu.js passed: warmup: none default 
+2021-06-02 13:20:40 STATE: test-node-gpu.js passed: warmup: face default 
+2021-06-02 13:20:40 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":0.73,"keypoints":5} 
+2021-06-02 13:20:40 DATA:  test-node-gpu.js  result: performance: load: 328 total: 1683 
+2021-06-02 13:20:41 STATE: test-node-gpu.js passed: warmup: body default 
+2021-06-02 13:20:41 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":0.93,"keypoints":17} 
+2021-06-02 13:20:41 DATA:  test-node-gpu.js  result: performance: load: 328 total: 1535 
+2021-06-02 13:20:41 INFO:  test-node-gpu.js test body variants 
+2021-06-02 13:20:42 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:20:43 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 
+2021-06-02 13:20:43 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} 
+2021-06-02 13:20:43 DATA:  test-node-gpu.js  result: performance: load: 328 total: 977 
+2021-06-02 13:20:44 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:20:44 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet 
+2021-06-02 13:20:44 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
+2021-06-02 13:20:44 DATA:  test-node-gpu.js  result: performance: load: 328 total: 336 
+2021-06-02 13:20:45 STATE: test-node-gpu.js passed: detect: random default 
+2021-06-02 13:20:45 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} 
+2021-06-02 13:20:45 DATA:  test-node-gpu.js  result: performance: load: 328 total: 181 
+2021-06-02 13:20:45 INFO:  test-node-gpu.js test: first instance 
+2021-06-02 13:20:45 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-06-02 13:20:45 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
+2021-06-02 13:20:45 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.78,"keypoints":7} 
+2021-06-02 13:20:45 DATA:  test-node-gpu.js  result: performance: load: 328 total: 121 
+2021-06-02 13:20:45 INFO:  test-node-gpu.js test: second instance 
+2021-06-02 13:20:46 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-06-02 13:20:47 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
+2021-06-02 13:20:47 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":0.78,"keypoints":7} 
+2021-06-02 13:20:47 DATA:  test-node-gpu.js  result: performance: load: 4 total: 1327 
+2021-06-02 13:20:47 INFO:  test-node-gpu.js test: concurrent 
+2021-06-02 13:20:47 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-02 13:20:47 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-02 13:20:48 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:20:49 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:20:55 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
+2021-06-02 13:20:55 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":0.73,"keypoints":17} 
+2021-06-02 13:20:55 DATA:  test-node-gpu.js  result: performance: load: 328 total: 5502 
+2021-06-02 13:20:55 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
+2021-06-02 13:20:55 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":0.73,"keypoints":17} 
+2021-06-02 13:20:55 DATA:  test-node-gpu.js  result: performance: load: 4 total: 5502 
+2021-06-02 13:20:55 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
+2021-06-02 13:20:55 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":0.93,"keypoints":17} 
+2021-06-02 13:20:55 DATA:  test-node-gpu.js  result: performance: load: 328 total: 5502 
+2021-06-02 13:20:55 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
+2021-06-02 13:20:55 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":0.93,"keypoints":17} 
+2021-06-02 13:20:55 DATA:  test-node-gpu.js  result: performance: load: 4 total: 5502 
+2021-06-02 13:20:55 INFO:  test-node-gpu.js test complete: 17165 ms 
+2021-06-02 13:20:55 INFO:  test-node-wasm.js start 
+2021-06-02 13:20:55 STATE: test-node-wasm.js passed: model server: http://localhost:10030/models/ 
+2021-06-02 13:20:55 STATE: test-node-wasm.js passed: create human 
+2021-06-02 13:20:55 INFO:  test-node-wasm.js human version: 2.0.0 
+2021-06-02 13:20:55 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.0.0 
+2021-06-02 13:20:55 INFO:  test-node-wasm.js tfjs version: 3.6.0 
+2021-06-02 13:20:56 STATE: test-node-wasm.js passed: set backend: wasm 
+2021-06-02 13:20:56 STATE: test-node-wasm.js passed: load models 
+2021-06-02 13:20:56 STATE: test-node-wasm.js  result: defined models: 13 loaded models: 5 
+2021-06-02 13:20:56 STATE: test-node-wasm.js passed: warmup: none default 
+2021-06-02 13:20:56 ERROR: test-node-wasm.js failed: warmup: face default 
+2021-06-02 13:20:56 ERROR: test-node-wasm.js failed: warmup: body default 
+2021-06-02 13:20:56 INFO:  test-node-wasm.js test body variants 
+2021-06-02 13:20:58 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:21:01 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg posenet 
+2021-06-02 13:21:01 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.96,"keypoints":16} 
+2021-06-02 13:21:01 DATA:  test-node-wasm.js  result: performance: load: 698 total: 3201 
+2021-06-02 13:21:03 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:21:05 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg movenet 
+2021-06-02 13:21:05 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
+2021-06-02 13:21:05 DATA:  test-node-wasm.js  result: performance: load: 698 total: 1905 
+2021-06-02 13:21:05 STATE: test-node-wasm.js passed: detect: random default 
+2021-06-02 13:21:05 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
+2021-06-02 13:21:05 DATA:  test-node-wasm.js  result: performance: load: 698 total: 232 
+2021-06-02 13:21:05 INFO:  test-node-wasm.js test: first instance 
+2021-06-02 13:21:06 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-06-02 13:21:06 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
+2021-06-02 13:21:06 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 person: 0 {} {} {"score":0.78,"keypoints":7} 
+2021-06-02 13:21:06 DATA:  test-node-wasm.js  result: performance: load: 698 total: 236 
+2021-06-02 13:21:06 INFO:  test-node-wasm.js test: second instance 
+2021-06-02 13:21:07 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-06-02 13:21:09 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
+2021-06-02 13:21:09 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":29.5,"gender":"female"} {} {"score":0.78,"keypoints":7} 
+2021-06-02 13:21:09 DATA:  test-node-wasm.js  result: performance: load: 5 total: 2340 
+2021-06-02 13:21:09 INFO:  test-node-wasm.js test: concurrent 
+2021-06-02 13:21:09 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-02 13:21:09 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-02 13:21:11 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:21:13 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-02 13:21:22 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
+2021-06-02 13:21:22 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 
+2021-06-02 13:21:22 DATA:  test-node-wasm.js  result: performance: load: 698 total: 9110 
+2021-06-02 13:21:22 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
+2021-06-02 13:21:22 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 
+2021-06-02 13:21:22 DATA:  test-node-wasm.js  result: performance: load: 5 total: 9110 
+2021-06-02 13:21:22 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
+2021-06-02 13:21:22 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
+2021-06-02 13:21:22 DATA:  test-node-wasm.js  result: performance: load: 698 total: 9110 
+2021-06-02 13:21:22 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
+2021-06-02 13:21:22 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
+2021-06-02 13:21:22 DATA:  test-node-wasm.js  result: performance: load: 5 total: 9110 
+2021-06-02 13:21:22 INFO:  test-node-wasm.js test complete: 26992 ms 
+2021-06-02 13:21:22 INFO:  status: {"passed":68,"failed":2} 

typedoc/README.md

@@ -0,0 +1,4 @@
+# Human Library: TypeDoc API Specification
+
+Automatically generated API specification for `Human` library
+Not required for normal funcioning of library