add gear-e models

CHANGELOG.md

@@ -9,8 +9,9 @@
   
 ## Changelog
   
-### **HEAD -> main** 2023/01/29 mandic00@live.com
+### **HEAD -> main** 2023/01/31 mandic00@live.com
 
+- redo blazeface annotations
 
 ### **3.0.4** 2023/01/29 mandic00@live.com
 

README.md

@@ -444,7 +444,7 @@ For more info, see [**Configuration Details**](https://github.com/vladmandic/hum
 
 <br><hr><br>
 
-`Human` library is written in [TypeScript](https://www.typescriptlang.org/docs/handbook/intro.html) **4.9** using [TensorFlow/JS](https://www.tensorflow.org/js/) **4.1** and conforming to latest `JavaScript` [ECMAScript version 2022](https://262.ecma-international.org/) standard  
+`Human` library is written in [TypeScript](https://www.typescriptlang.org/docs/handbook/intro.html) **4.9** using [TensorFlow/JS](https://www.tensorflow.org/js/) **4.2** and conforming to latest `JavaScript` [ECMAScript version 2022](https://262.ecma-international.org/) standard  
 
 Build target for distributables is `JavaScript` [EMCAScript version 2018](https://262.ecma-international.org/9.0/)  
 

dist/human.esm.js

@@ -32621,6 +32621,8 @@ __export(models_exports, {
   faceres: () => faceres,
   "faceres-deep": () => faceres_deep,
   gear: () => gear,
+  "gear-e1": () => gear_e1,
+  "gear-e2": () => gear_e2,
   gender: () => gender,
   "gender-ssrnet-imdb": () => gender_ssrnet_imdb,
   handdetect: () => handdetect,
@@ -32678,6 +32680,8 @@ var facemesh_attention = 2382414;
 var facemesh_detection_full = 1026192;
 var facemesh_detection_short = 201268;
 var faceres_deep = 13957620;
+var gear_e1 = 112438;
+var gear_e2 = 112438;
 var gear = 1498916;
 var gender_ssrnet_imdb = 161236;
 var gender = 201808;
@@ -32734,6 +32738,8 @@ var models_default = {
   "facemesh-detection-full": facemesh_detection_full,
   "facemesh-detection-short": facemesh_detection_short,
   "faceres-deep": faceres_deep,
+  "gear-e1": gear_e1,
+  "gear-e2": gear_e2,
   gear,
   "gender-ssrnet-imdb": gender_ssrnet_imdb,
   gender,
@@ -33158,7 +33164,6 @@ async function check(instance, force = false) {
     instance.config.backend = Rie();
     await env.updateBackend();
     registerCustomOps(instance.config);
-    env.initial = false;
   }
   return true;
 }

models/models.json

@@ -25,6 +25,8 @@
   "facemesh-detection-full": 1026192,
   "facemesh-detection-short": 201268,
   "faceres-deep": 13957620,
+  "gear-e1": 112438,
+  "gear-e2": 112438,
   "gear": 1498916,
   "gender-ssrnet-imdb": 161236,
   "gender": 201808,

src/human.ts

@@ -288,7 +288,6 @@ export class Human {
     const timeStamp = now();
     const count = Object.values(this.models.models).filter((model) => model).length;
     if (userConfig) this.config = mergeDeep(this.config, userConfig) as Config;
-
     if (this.env.initial) { // print version info on first run and check for correct backend setup
       if (!await backend.check(this, false)) log('error: backend check failed');
       await tf.ready();

src/tfjs/backend.ts

@@ -217,7 +217,7 @@ export async function check(instance: Human, force = false) {
     await env.updateBackend(); // update env on backend init
     registerCustomOps(instance.config);
     // await env.updateBackend(); // update env on backend init
-    env.initial = false;
+    // env.initial = false;
   }
   return true;
 }

test/build.log

@@ -1,50 +1,50 @@
-2023-01-31 08:51:47 DATA:  Build {"name":"@vladmandic/human","version":"3.0.4"} 
-2023-01-31 08:51:47 INFO:  Application: {"name":"@vladmandic/human","version":"3.0.4"} 
-2023-01-31 08:51:47 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
-2023-01-31 08:51:47 INFO:  Toolchain: {"build":"0.7.15","esbuild":"0.16.17","typescript":"4.9.5","typedoc":"0.23.24","eslint":"8.33.0"} 
-2023-01-31 08:51:47 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
-2023-01-31 08:51:47 STATE: Clean: {"locations":["dist/*","types/*","typedoc/*"]} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1289,"outputBytes":361} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":569,"outputBytes":924} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":80,"inputBytes":672712,"outputBytes":318340} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":577,"outputBytes":928} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":80,"inputBytes":672716,"outputBytes":318344} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":665,"outputBytes":1876} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":80,"inputBytes":673664,"outputBytes":318455} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1375,"outputBytes":670} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":80,"inputBytes":672458,"outputBytes":316915} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":10,"inputBytes":1375,"outputBytes":1151306} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":80,"inputBytes":1823094,"outputBytes":1464164} 
-2023-01-31 08:51:47 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":80,"inputBytes":1823094,"outputBytes":1930337} 
-2023-01-31 08:51:51 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":15} 
-2023-01-31 08:51:53 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true} 
-2023-01-31 08:51:53 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6117,"outputBytes":2901} 
-2023-01-31 08:51:53 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":17503,"outputBytes":9403} 
-2023-01-31 08:52:02 STATE: Lint: {"locations":["**/*.json","src/**/*.ts","test/**/*.js","demo/**/*.js","**/*.md"],"files":169,"errors":0,"warnings":0} 
-2023-01-31 08:52:02 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
-2023-01-31 08:52:02 STATE: Copy: {"input":"node_modules/@vladmandic/tfjs/types/tfjs-core.d.ts","output":"types/tfjs-core.d.ts"} 
-2023-01-31 08:52:02 INFO:  Done... 
-2023-01-31 08:52:02 STATE: Copy: {"input":"node_modules/@vladmandic/tfjs/types/tfjs.d.ts","output":"types/tfjs.esm.d.ts"} 
-2023-01-31 08:52:02 STATE: Copy: {"input":"src/types/tsconfig.json","output":"types/tsconfig.json"} 
-2023-01-31 08:52:02 STATE: Copy: {"input":"src/types/eslint.json","output":"types/.eslintrc.json"} 
-2023-01-31 08:52:02 STATE: Copy: {"input":"src/types/tfjs.esm.d.ts","output":"dist/tfjs.esm.d.ts"} 
-2023-01-31 08:52:02 STATE: Filter: {"input":"types/tfjs-core.d.ts"} 
-2023-01-31 08:52:04 STATE: API-Extractor: {"succeeeded":true,"errors":0,"warnings":204} 
-2023-01-31 08:52:04 STATE: Filter: {"input":"types/human.d.ts"} 
-2023-01-31 08:52:04 STATE: Write: {"output":"dist/human.esm-nobundle.d.ts"} 
-2023-01-31 08:52:04 STATE: Write: {"output":"dist/human.esm.d.ts"} 
-2023-01-31 08:52:04 STATE: Write: {"output":"dist/human.d.ts"} 
-2023-01-31 08:52:04 STATE: Write: {"output":"dist/human.node-gpu.d.ts"} 
-2023-01-31 08:52:04 STATE: Write: {"output":"dist/human.node.d.ts"} 
-2023-01-31 08:52:04 STATE: Write: {"output":"dist/human.node-wasm.d.ts"} 
-2023-01-31 08:52:04 INFO:  Analyze models: {"folders":8,"result":"models/models.json"} 
-2023-01-31 08:52:04 STATE: Models {"folder":"./models","models":12} 
-2023-01-31 08:52:04 STATE: Models {"folder":"../human-models/models","models":41} 
-2023-01-31 08:52:04 STATE: Models {"folder":"../blazepose/model/","models":4} 
-2023-01-31 08:52:04 STATE: Models {"folder":"../anti-spoofing/model","models":1} 
-2023-01-31 08:52:04 STATE: Models {"folder":"../efficientpose/models","models":3} 
-2023-01-31 08:52:04 STATE: Models {"folder":"../insightface/models","models":5} 
-2023-01-31 08:52:04 STATE: Models {"folder":"../movenet/models","models":3} 
-2023-01-31 08:52:04 STATE: Models {"folder":"../nanodet/models","models":4} 
-2023-01-31 08:52:04 STATE: Models: {"count":55,"totalSize":372917743} 
-2023-01-31 08:52:04 INFO:  Human Build complete... {"logFile":"test/build.log"} 
+2023-02-01 09:17:59 DATA:  Build {"name":"@vladmandic/human","version":"3.0.4"} 
+2023-02-01 09:17:59 INFO:  Application: {"name":"@vladmandic/human","version":"3.0.4"} 
+2023-02-01 09:17:59 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
+2023-02-01 09:17:59 INFO:  Toolchain: {"build":"0.7.15","esbuild":"0.16.17","typescript":"4.9.5","typedoc":"0.23.24","eslint":"8.33.0"} 
+2023-02-01 09:17:59 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
+2023-02-01 09:17:59 STATE: Clean: {"locations":["dist/*","types/*","typedoc/*"]} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1289,"outputBytes":361} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":569,"outputBytes":924} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":80,"inputBytes":672756,"outputBytes":318407} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":577,"outputBytes":928} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":80,"inputBytes":672760,"outputBytes":318411} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":665,"outputBytes":1876} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":80,"inputBytes":673708,"outputBytes":318522} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1375,"outputBytes":670} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":80,"inputBytes":672502,"outputBytes":316982} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":10,"inputBytes":1375,"outputBytes":1151306} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":80,"inputBytes":1823138,"outputBytes":1464236} 
+2023-02-01 09:17:59 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":80,"inputBytes":1823138,"outputBytes":1930456} 
+2023-02-01 09:18:03 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":15} 
+2023-02-01 09:18:05 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true} 
+2023-02-01 09:18:05 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6117,"outputBytes":2901} 
+2023-02-01 09:18:05 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":17503,"outputBytes":9403} 
+2023-02-01 09:18:15 STATE: Lint: {"locations":["**/*.json","src/**/*.ts","test/**/*.js","demo/**/*.js","**/*.md"],"files":170,"errors":0,"warnings":0} 
+2023-02-01 09:18:15 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
+2023-02-01 09:18:15 STATE: Copy: {"input":"node_modules/@vladmandic/tfjs/types/tfjs-core.d.ts","output":"types/tfjs-core.d.ts"} 
+2023-02-01 09:18:15 INFO:  Done... 
+2023-02-01 09:18:15 STATE: Copy: {"input":"node_modules/@vladmandic/tfjs/types/tfjs.d.ts","output":"types/tfjs.esm.d.ts"} 
+2023-02-01 09:18:15 STATE: Copy: {"input":"src/types/tsconfig.json","output":"types/tsconfig.json"} 
+2023-02-01 09:18:15 STATE: Copy: {"input":"src/types/eslint.json","output":"types/.eslintrc.json"} 
+2023-02-01 09:18:15 STATE: Copy: {"input":"src/types/tfjs.esm.d.ts","output":"dist/tfjs.esm.d.ts"} 
+2023-02-01 09:18:15 STATE: Filter: {"input":"types/tfjs-core.d.ts"} 
+2023-02-01 09:18:16 STATE: API-Extractor: {"succeeeded":true,"errors":0,"warnings":204} 
+2023-02-01 09:18:16 STATE: Filter: {"input":"types/human.d.ts"} 
+2023-02-01 09:18:16 STATE: Write: {"output":"dist/human.esm-nobundle.d.ts"} 
+2023-02-01 09:18:16 STATE: Write: {"output":"dist/human.esm.d.ts"} 
+2023-02-01 09:18:16 STATE: Write: {"output":"dist/human.d.ts"} 
+2023-02-01 09:18:16 STATE: Write: {"output":"dist/human.node-gpu.d.ts"} 
+2023-02-01 09:18:16 STATE: Write: {"output":"dist/human.node.d.ts"} 
+2023-02-01 09:18:16 STATE: Write: {"output":"dist/human.node-wasm.d.ts"} 
+2023-02-01 09:18:16 INFO:  Analyze models: {"folders":8,"result":"models/models.json"} 
+2023-02-01 09:18:16 STATE: Models {"folder":"./models","models":12} 
+2023-02-01 09:18:16 STATE: Models {"folder":"../human-models/models","models":43} 
+2023-02-01 09:18:16 STATE: Models {"folder":"../blazepose/model/","models":4} 
+2023-02-01 09:18:16 STATE: Models {"folder":"../anti-spoofing/model","models":1} 
+2023-02-01 09:18:16 STATE: Models {"folder":"../efficientpose/models","models":3} 
+2023-02-01 09:18:16 STATE: Models {"folder":"../insightface/models","models":5} 
+2023-02-01 09:18:16 STATE: Models {"folder":"../movenet/models","models":3} 
+2023-02-01 09:18:16 STATE: Models {"folder":"../nanodet/models","models":4} 
+2023-02-01 09:18:16 STATE: Models: {"count":57,"totalSize":373142619} 
+2023-02-01 09:18:16 INFO:  Human Build complete... {"logFile":"test/build.log"} 

test/test-node-emotion.js

@@ -0,0 +1,53 @@
+const fs = require('fs');
+const path = require('path');
+const log = require('@vladmandic/pilogger');
+const H = require('../dist/human.node.js');
+
+const models = ['emotion.json', 'gear-e1.json', 'gear-e2.json'];
+const humanConfig = {
+  cacheSensitivity: 0,
+  modelBasePath: 'https://vladmandic.github.io/human-models/models/',
+  face: {
+    scale: 1.4,
+    detector: { enabled: true, maxDetected: 1 },
+    mesh: { enabled: true },
+    iris: { enabled: false },
+    description: { enabled: false },
+    emotion: { enabled: true },
+  },
+  body: { enabled: false },
+  hand: { enabled: false },
+  object: { enabled: false },
+  gestures: { enabled: false },
+};
+
+function samples() {
+  const dir = path.join(__dirname, '../samples/in');
+  return fs.readdirSync(dir).filter((f) => f.includes('emotions')).map((i) => path.join(dir, i));
+}
+
+async function main() {
+  log.configure({ inspect: { breakLength: 350 } });
+  const inputs = process.argv.length > 2 ? process.argv.slice(2, -1) : samples();
+  const human = new H.Human(humanConfig);
+  for (const model of models) {
+    human.env.initial = true; // reset to allow model change instead of using cached model
+    humanConfig.face.emotion.modelPath = model;
+    await human.load(humanConfig);
+    for (const input of inputs) {
+      const stat = fs.statSync(input);
+      const files = [];
+      if (stat.isFile()) files.push(input);
+      else if (stat.isDirectory()) fs.readdirSync(input).forEach((f) => files.push(path.join(input, f)));
+      for (const f of files) {
+        const buffer = fs.readFileSync(f);
+        const tensor = human.tf.node.decodeImage(buffer, 3);
+        const res = await human.detect(tensor);
+        res.face.forEach((face) => log.info({ model, image: f, emotion: face.emotion }));
+        human.tf.dispose(tensor);
+      }
+    }
+  }
+}
+
+main();

test/test-node-gear.js

@@ -43,7 +43,7 @@ function getImageTensor(imageFile) {
 
 function printResult(obj) {
   if (!obj || !obj.res || !obj.res.face || obj.res.face.length === 0) log('warn', 'failed: no faces detected');
-  else obj.res.face.forEach((face, i) => log('data', 'results', { face: i, model: obj.model, image: obj.image, age: face.age, gender: face.gender, genderScore: face.genderScore, race: face.race }));
+  else obj.res.face.forEach((face, i) => log('data', 'results', { face: i, model: obj.model, image: obj.image, age: face.age, gender: face.gender, genderScore: face.genderScore, race: face.race, emotion: face.emotion }));
 }
 
 async function main() {

typedoc/classes/Human.html

@@ -307,7 +307,7 @@ Possible events:</p>
 </div></li></ul></div>
 <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L380">src/human.ts:380</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L379">src/human.ts:379</a></li></ul></aside></li></ul></section>
 <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="emit" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>emit</span><a href="#emit" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@@ -322,7 +322,7 @@ Possible events:</p>
 <h5>event: <span class="tsd-signature-type">string</span></h5></li></ul></div>
 <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L316">src/human.ts:316</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L315">src/human.ts:315</a></li></ul></aside></li></ul></section>
 <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="image" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>image</span><a href="#image" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
 <ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
@@ -399,7 +399,7 @@ Interpolation is based on time since last known result so can be called independ
 </div></li></ul></div>
 <h4 class="tsd-returns-title">Returns <a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></h4><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L326">src/human.ts:326</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L325">src/human.ts:325</a></li></ul></aside></li></ul></section>
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 <h3 class="tsd-anchor-link"><span>now</span><a href="#now" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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@@ -430,7 +430,7 @@ Interpolation is based on time since last known result so can be called independ
 <h5><code class="tsd-tag ts-flagOptional">Optional</code> userConfig: <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span></h5></li></ul></div>
 <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-symbol">{ </span><br/><span>    </span>kernel<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span><br/><span>    </span>perc<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span><br/><span>    </span>time<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span><br/><span class="tsd-signature-symbol">}</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L348">src/human.ts:348</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L347">src/human.ts:347</a></li></ul></aside></li></ul></section>
 <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="reset" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>reset</span><a href="#reset" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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@@ -478,7 +478,7 @@ Returns tensor which contains image data in RGBA format</p>
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 <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L544">src/human.ts:544</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L543">src/human.ts:543</a></li></ul></aside></li></ul></section>
 <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="validate" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>validate</span><a href="#validate" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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@@ -518,7 +518,7 @@ Returns tensor which contains image data in RGBA format</p>
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 <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L555">src/human.ts:555</a></li></ul></aside></li></ul></section>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L554">src/human.ts:554</a></li></ul></aside></li></ul></section>
 <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="warmup" class="tsd-anchor"></a>
 <h3 class="tsd-anchor-link"><span>warmup</span><a href="#warmup" aria-label="Permalink" class="tsd-anchor-icon"><svg class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><use href="#icon-anchor-a"></use><use href="#icon-anchor-b"></use><use href="#icon-anchor-c"></use></svg></a></h3>
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@@ -541,7 +541,7 @@ Returns tensor which contains image data in RGBA format</p>
 </div></li></ul></div>
 <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></h4><aside class="tsd-sources">
 <ul>
-<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L336">src/human.ts:336</a></li></ul></aside></li></ul></section></section></div>
+<li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L335">src/human.ts:335</a></li></ul></aside></li></ul></section></section></div>
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