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Build Process
If you want to modify the library and perform a full rebuild:
clone repository, install dependencies, check for errors and run full rebuild from which creates bundles from /src
into /dist
:
git clone https://github.com/vladmandic/human
cd human
npm install --dev # installs all project dependencies
npm run build
This will rebuild library itself (all variations) as well as demo
Build process is written as JavaScript module @vladmandic/build
which uses build.json
as configuration file which can be modified to change any build parameters
Build creates a custom tfjs
bundle to optimize size and avoid unnecessary polyfills
Production build runs following operations:
- Compile TypeScript
- Create dist minified bundles
- Run Linter
- Create TypeDoc API specification
- Compile TS type definitions
- Create TS type definitions rollup
Dev build runs following operations:
- Start HTTP/HTTPS web server
- Compile TypeScript
- Create dist non-minified bundles
- Run in file watch mode
Production build is started by running npm run build
2022-07-18 08:21:08 DATA: Build { name: '@vladmandic/human', version: '2.9.0' }
2022-07-18 08:21:08 INFO: Analyze: { modelsDir: '../human-models/models', modelsOut: 'models/models.json' }
2022-07-18 08:21:08 STATE: Models: { count: 42, totalSize: 173272189 }
2022-07-18 08:21:08 INFO: Application: { name: '@vladmandic/human', version: '2.9.0' }
2022-07-18 08:21:08 INFO: Environment: { profile: 'production', config: '.build.json', package: 'package.json', tsconfig: true, eslintrc: true, git: true }
2022-07-18 08:21:08 INFO: Toolchain: { build: '0.7.7', esbuild: '0.14.49', typescript: '4.7.4', typedoc: '0.23.8', eslint: '8.20.0' }
2022-07-18 08:21:08 INFO: Build: { profile: 'production', steps: [ 'clean', 'compile', 'typings', 'typedoc', 'lint', 'changelog' ] }
2022-07-18 08:21:08 STATE: Clean: { locations: [ 'dist/*', 'types/lib/*', 'typedoc/*' ] }
2022-07-18 08:21:08 STATE: Compile: { name: 'tfjs/nodejs/cpu', format: 'cjs', platform: 'node', input: 'tfjs/tf-node.ts', output: 'dist/tfjs.esm.js', files: 1, inputBytes: 102, outputBytes: 608 }
2022-07-18 08:21:08 STATE: Compile: { name: 'human/nodejs/cpu', format: 'cjs', platform: 'node', input: 'src/human.ts', output: 'dist/human.node.js', files: 74, inputBytes: 647848, outputBytes: 304014 }
2022-07-18 08:21:08 STATE: Compile: { name: 'tfjs/nodejs/gpu', format: 'cjs', platform: 'node', input: 'tfjs/tf-node-gpu.ts', output: 'dist/tfjs.esm.js', files: 1, inputBytes: 110, outputBytes: 612 }
2022-07-18 08:21:08 STATE: Compile: { name: 'human/nodejs/gpu', format: 'cjs', platform: 'node', input: 'src/human.ts', output: 'dist/human.node-gpu.js', files: 74, inputBytes: 647852, outputBytes: 304018 }
2022-07-18 08:21:08 STATE: Compile: { name: 'tfjs/nodejs/wasm', format: 'cjs', platform: 'node', input: 'tfjs/tf-node-wasm.ts', output: 'dist/tfjs.esm.js', files: 1, inputBytes: 149, outputBytes: 664 }
2022-07-18 08:21:08 STATE: Compile: { name: 'human/nodejs/wasm', format: 'cjs', platform: 'node', input: 'src/human.ts', output: 'dist/human.node-wasm.js', files: 74, inputBytes: 647904, outputBytes: 304068 }
2022-07-18 08:21:09 STATE: Compile: { name: 'tfjs/browser/version', format: 'esm', platform: 'browser', input: 'tfjs/tf-version.ts', output: 'dist/tfjs.version.js', files: 1, inputBytes: 1069, outputBytes: 358 }
2022-07-18 08:21:09 STATE: Compile: { name: 'tfjs/browser/esm/nobundle', format: 'esm', platform: 'browser', input: 'tfjs/tf-browser.ts', output: 'dist/tfjs.esm.js', files: 2, inputBytes: 1032, outputBytes: 583 }
2022-07-18 08:21:09 STATE: Compile: { name: 'human/browser/esm/nobundle', format: 'esm', platform: 'browser', input: 'src/human.ts', output: 'dist/human.esm-nobundle.js', files: 74, inputBytes: 647823, outputBytes: 302893 }
2022-07-18 08:21:09 STATE: Compile: { name: 'tfjs/browser/esm/custom', format: 'esm', platform: 'browser', input: 'tfjs/tf-custom.ts', output: 'dist/tfjs.esm.js', files: 11, inputBytes: 1140, outputBytes: 2799617 }
2022-07-18 08:21:09 STATE: Compile: { name: 'human/browser/iife/bundle', format: 'iife', platform: 'browser', input: 'src/human.ts', output: 'dist/human.js', files: 74, inputBytes: 3446857, outputBytes: 1678594 }
2022-07-18 08:21:09 STATE: Compile: { name: 'human/browser/esm/bundle', format: 'esm', platform: 'browser', input: 'src/human.ts', output: 'dist/human.esm.js', files: 74, inputBytes: 3446857, outputBytes: 3078417 }
2022-07-18 08:21:16 STATE: Typings: { input: 'src/human.ts', output: 'types/lib', files: 30 }
2022-07-18 08:21:18 STATE: TypeDoc: { input: 'src/human.ts', output: 'typedoc', objects: 76, generated: true }
2022-07-18 08:21:18 STATE: Compile: { name: 'demo/typescript', format: 'esm', platform: 'browser', input: 'demo/typescript/index.ts', output: 'demo/typescript/index.js', files: 1, inputBytes: 6371, outputBytes: 3094 }
2022-07-18 08:21:18 STATE: Compile: { name: 'demo/faceid', format: 'esm', platform: 'browser', input: 'demo/faceid/index.ts', output: 'demo/faceid/index.js', files: 2, inputBytes: 15174, outputBytes: 7820 }
2022-07-18 08:21:28 STATE: Lint: { locations: [ '*.json', 'src/**/*.ts', 'test/**/*.js', 'demo/**/*.js' ], files: 107, errors: 0, warnings: 0 }
2022-07-18 08:21:28 STATE: ChangeLog: { repository: 'https://github.com/vladmandic/human', branch: 'main', output: 'CHANGELOG.md' }
2022-07-18 08:21:28 INFO: Done...
2022-07-18 08:21:28 STATE: Copy: { input: 'tfjs/tfjs.esm.d.ts' }
2022-07-18 08:21:29 STATE: API-Extractor: { succeeeded: true, errors: 0, warnings: 197 }
2022-07-18 08:21:29 STATE: Copy: { input: 'types/human.d.ts' }
2022-07-18 08:21:29 INFO: Human Build complete...
Only project depdendency is @tensorflow/tfjs
Development dependencies are:
- esbuild used to compile TS sources and generate dist bundles
- eslint used for code linting
- typescript used to generate typings
- typedoc used to generate API specifications
Development build is started by running npm run dev
Human Library Wiki Pages
3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition