mirror of https://github.com/vladmandic/human
update readme
Vladimir Mandic
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## Changelog
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### **HEAD -> main** 2022/09/11 mandic00@live.com
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### **HEAD -> main** 2022/09/13 mandic00@live.com
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### **origin/main** 2022/09/08 g@bygeorgenet.me
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### **2.10.2** 2022/09/11 mandic00@live.com
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- add node.js esm compatibility (#292)
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### **release: 2.10.1** 2022/09/07 mandic00@live.com
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22
README.md
22
README.md
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**Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis,**
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**Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition, Body Segmentation**
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JavaScript module using TensorFlow/JS Machine Learning library
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## Highlights
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- Compatible with most server-side and client-side environments and frameworks
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- Combines multiple machine learning models which can be switched on-demand depending on the use-case
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- Related models are executed in an attention pipeline to provide details when needed
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- Optimized input pre-processing that can enhance image quality of any type of inputs
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- Detection of frame changes to trigger only required models for improved performance
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- Intelligent temporal interpolation to provide smooth results regardless of processing performance
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- Simple unified API
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<br>
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JavaScript module using TensorFlow/JS Machine Learning library
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## Compatibility
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- **Browser**:
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Compatible with both desktop and mobile platforms
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@ -27,6 +38,11 @@ JavaScript module using TensorFlow/JS Machine Learning library
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<br>
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## Releases
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- [Release Notes](https://github.com/vladmandic/human/releases)
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- [NPM Link](https://www.npmjs.com/package/@vladmandic/human)
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## Demos
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*Check out [**Simple Live Demo**](https://vladmandic.github.io/human/demo/typescript/index.html) fully annotated app as a good start starting point ([html](https://github.com/vladmandic/human/blob/main/demo/typescript/index.html))([code](https://github.com/vladmandic/human/blob/main/demo/typescript/index.ts))*
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*Check out [**Main Live Demo**](https://vladmandic.github.io/human/demo/index.html) app for advanced processing of of webcam, video stream or images static images with all possible tunable options*
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@ -38,10 +54,6 @@ JavaScript module using TensorFlow/JS Machine Learning library
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<br>
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## Releases
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- [Release Notes](https://github.com/vladmandic/human/releases)
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- [NPM Link](https://www.npmjs.com/package/@vladmandic/human)
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## Demos
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- [**List of all Demo applications**](https://github.com/vladmandic/human/wiki/Demos)
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- [**Live Examples galery**](https://vladmandic.github.io/human/samples/index.html)
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10
package.json
10
package.json
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"devDependencies": {
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"@html-eslint/eslint-plugin": "^0.13.2",
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"@html-eslint/parser": "^0.13.2",
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"@microsoft/api-extractor": "^7.30.0",
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"@microsoft/api-extractor": "^7.31.0",
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"@tensorflow/tfjs": "^3.20.0",
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"@tensorflow/tfjs-backend-cpu": "^3.20.0",
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"@tensorflow/tfjs-backend-wasm": "^3.20.0",
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@ -81,17 +81,17 @@
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"@tensorflow/tfjs-node": "^3.20.0",
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"@tensorflow/tfjs-node-gpu": "^3.20.0",
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"@tensorflow/tfjs-tflite": "0.0.1-alpha.8",
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"@types/node": "^18.7.16",
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"@types/node": "^18.7.18",
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"@types/offscreencanvas": "^2019.7.0",
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"@typescript-eslint/eslint-plugin": "^5.36.2",
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"@typescript-eslint/parser": "^5.36.2",
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"@typescript-eslint/eslint-plugin": "^5.37.0",
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"@typescript-eslint/parser": "^5.37.0",
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"@vladmandic/build": "^0.7.12",
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"@vladmandic/pilogger": "^0.4.6",
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"@vladmandic/tfjs": "github:vladmandic/tfjs",
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"@webgpu/types": "^0.1.21",
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"canvas": "^2.10.1",
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"esbuild": "^0.15.7",
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"eslint": "8.23.0",
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"eslint": "8.23.1",
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"eslint-config-airbnb-base": "^15.0.0",
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"eslint-plugin-html": "^7.1.0",
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"eslint-plugin-import": "^2.26.0",
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@ -1,39 +1,39 @@
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2022-09-11 12:22:12 [32mDATA: [39m Build {"name":"@vladmandic/human","version":"2.10.2"}
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2022-09-11 12:22:12 [36mINFO: [39m Application: {"name":"@vladmandic/human","version":"2.10.2"}
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2022-09-11 12:22:12 [36mINFO: [39m Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true}
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2022-09-11 12:22:12 [36mINFO: [39m Toolchain: {"build":"0.7.12","esbuild":"0.15.7","typescript":"4.8.3","typedoc":"0.23.14","eslint":"8.23.0"}
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2022-09-11 12:22:12 [36mINFO: [39m Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
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2022-09-11 12:22:12 [35mSTATE:[39m Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":608}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":657017,"outputBytes":308794}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":612}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":657021,"outputBytes":308798}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":664}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":657073,"outputBytes":308848}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":358}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1088,"outputBytes":583}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656992,"outputBytes":307668}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1344,"outputBytes":2821914}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3478323,"outputBytes":1687855}
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2022-09-11 12:22:12 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3478323,"outputBytes":3109019}
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2022-09-11 12:22:17 [35mSTATE:[39m Typings: {"input":"src/human.ts","output":"types/lib","files":15}
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2022-09-11 12:22:19 [35mSTATE:[39m TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true}
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2022-09-11 12:22:19 [35mSTATE:[39m Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":3134}
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2022-09-11 12:22:19 [35mSTATE:[39m Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":7788}
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2022-09-11 12:22:31 [35mSTATE:[39m Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":110,"errors":0,"warnings":0}
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2022-09-11 12:22:31 [35mSTATE:[39m ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"}
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2022-09-11 12:22:31 [35mSTATE:[39m Copy: {"input":"tfjs/tfjs.esm.d.ts"}
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2022-09-11 12:22:31 [36mINFO: [39m Done...
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2022-09-11 12:22:31 [35mSTATE:[39m API-Extractor: {"succeeeded":true,"errors":0,"warnings":193}
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2022-09-11 12:22:31 [35mSTATE:[39m Copy: {"input":"types/human.d.ts"}
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2022-09-11 12:22:31 [36mINFO: [39m Analyze models: {"folders":8,"result":"models/models.json"}
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2022-09-11 12:22:31 [35mSTATE:[39m Models {"folder":"./models","models":13}
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2022-09-11 12:22:31 [35mSTATE:[39m Models {"folder":"../human-models/models","models":42}
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2022-09-11 12:22:31 [35mSTATE:[39m Models {"folder":"../blazepose/model/","models":4}
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2022-09-11 12:22:31 [35mSTATE:[39m Models {"folder":"../anti-spoofing/model","models":1}
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2022-09-11 12:22:31 [35mSTATE:[39m Models {"folder":"../efficientpose/models","models":3}
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2022-09-11 12:22:31 [35mSTATE:[39m Models {"folder":"../insightface/models","models":5}
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2022-09-11 12:22:31 [35mSTATE:[39m Models {"folder":"../movenet/models","models":3}
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2022-09-11 12:22:31 [35mSTATE:[39m Models {"folder":"../nanodet/models","models":4}
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2022-09-11 12:22:32 [35mSTATE:[39m Models: {"count":57,"totalSize":383017442}
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2022-09-11 12:22:32 [36mINFO: [39m Human Build complete... {"logFile":"test/build.log"}
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2022-09-14 11:37:14 [32mDATA: [39m Build {"name":"@vladmandic/human","version":"2.10.2"}
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2022-09-14 11:37:14 [36mINFO: [39m Application: {"name":"@vladmandic/human","version":"2.10.2"}
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2022-09-14 11:37:14 [36mINFO: [39m Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true}
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2022-09-14 11:37:14 [36mINFO: [39m Toolchain: {"build":"0.7.12","esbuild":"0.15.7","typescript":"4.8.3","typedoc":"0.23.14","eslint":"8.23.1"}
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2022-09-14 11:37:14 [36mINFO: [39m Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
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2022-09-14 11:37:14 [35mSTATE:[39m Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":608}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":657017,"outputBytes":308794}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":612}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":657021,"outputBytes":308798}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":664}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":657073,"outputBytes":308848}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":358}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1088,"outputBytes":583}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656992,"outputBytes":307668}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1344,"outputBytes":2821914}
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2022-09-14 11:37:14 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3478323,"outputBytes":1687855}
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2022-09-14 11:37:15 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3478323,"outputBytes":3109019}
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2022-09-14 11:37:19 [35mSTATE:[39m Typings: {"input":"src/human.ts","output":"types/lib","files":15}
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2022-09-14 11:37:21 [35mSTATE:[39m TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true}
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2022-09-14 11:37:21 [35mSTATE:[39m Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":3134}
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2022-09-14 11:37:21 [35mSTATE:[39m Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":7788}
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2022-09-14 11:37:32 [35mSTATE:[39m Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":110,"errors":0,"warnings":0}
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2022-09-14 11:37:32 [35mSTATE:[39m ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"}
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2022-09-14 11:37:32 [35mSTATE:[39m Copy: {"input":"tfjs/tfjs.esm.d.ts"}
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2022-09-14 11:37:32 [36mINFO: [39m Done...
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2022-09-14 11:37:33 [35mSTATE:[39m API-Extractor: {"succeeeded":true,"errors":0,"warnings":193}
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2022-09-14 11:37:33 [35mSTATE:[39m Copy: {"input":"types/human.d.ts"}
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2022-09-14 11:37:33 [36mINFO: [39m Analyze models: {"folders":8,"result":"models/models.json"}
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2022-09-14 11:37:33 [35mSTATE:[39m Models {"folder":"./models","models":13}
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2022-09-14 11:37:33 [35mSTATE:[39m Models {"folder":"../human-models/models","models":42}
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2022-09-14 11:37:33 [35mSTATE:[39m Models {"folder":"../blazepose/model/","models":4}
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2022-09-14 11:37:33 [35mSTATE:[39m Models {"folder":"../anti-spoofing/model","models":1}
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2022-09-14 11:37:33 [35mSTATE:[39m Models {"folder":"../efficientpose/models","models":3}
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2022-09-14 11:37:33 [35mSTATE:[39m Models {"folder":"../insightface/models","models":5}
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2022-09-14 11:37:33 [35mSTATE:[39m Models {"folder":"../movenet/models","models":3}
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2022-09-14 11:37:33 [35mSTATE:[39m Models {"folder":"../nanodet/models","models":4}
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2022-09-14 11:37:34 [35mSTATE:[39m Models: {"count":57,"totalSize":383017442}
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2022-09-14 11:37:34 [36mINFO: [39m Human Build complete... {"logFile":"test/build.log"}
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Subproject commit a4cc793d5a55cb54006c8e38419fb2b5eb04725e
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Subproject commit 9785618d94c8eb325fefbf8ca1212359b5c913d6
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