├── .eslintignore
├── .eslintrc.json
├── .gitignore
├── .prettier.json
├── LICENSE
├── README.md
├── package.json
├── public
├── index.html
└── models
│ ├── ssd_mobilenetv1_model-weights_manifest.json
│ └── ssd_mobilenetv1_model.bin
├── src
├── App.tsx
├── components
│ └── Canvas.tsx
└── index.tsx
└── tsconfig.json
/.eslintignore:
--------------------------------------------------------------------------------
1 | node_modules/
2 | **/node_modules/**
3 |
4 | .husky/
5 |
6 | **/*.ts
7 |
--------------------------------------------------------------------------------
/.eslintrc.json:
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1 | {
2 | "env": {
3 | "browser": true,
4 | "commonjs": true,
5 | "es2021": true
6 | },
7 | "root": true,
8 | "parser": "@typescript-eslint/parser",
9 | "parserOptions": {
10 | "ecmaFeatures": {
11 | "jsx": true
12 | },
13 | "ecmaVersion": 12
14 | },
15 | "plugins": [
16 | "@typescript-eslint",
17 | "react",
18 | "react-hooks"
19 | ],
20 | "extends": [
21 | "airbnb",
22 | "plugin:react/recommended",
23 | "plugin:@typescript-eslint/eslint-recommended",
24 | "plugin:@typescript-eslint/recommended"
25 | ],
26 | "ignorePatterns": [
27 | "**/node_modules/**"
28 | ],
29 | "settings": {
30 | "import/resolver": {
31 | "node": {
32 | "extensions": [
33 | ".js",
34 | ".jsx",
35 | ".ts",
36 | ".tsx"
37 | ]
38 | }
39 | }
40 | },
41 | "rules": {
42 | "max-len": ["warn", { "code": 120 }],
43 | "@typescript-eslint/no-var-requires": "off",
44 | "comma-dangle": "off",
45 | "Missing file extension": "off",
46 | "no-use-before-define": "off",
47 | "react/react-in-jsx-scope": "off",
48 | "quotes": "off",
49 | "@typescript-eslint/ban-ts-comment": "off",
50 | "@typescript-eslint/no-non-null-assertion": "off",
51 | "@typescript-eslint/explicit-module-boundary-types": "off",
52 | "@typescript-eslint/no-explicit-any": "off",
53 | "object-curly-newline": "off",
54 | "spaced-comment": "off",
55 | "react/jsx-filename-extension": [
56 | 2,
57 | {
58 | "extensions": [
59 | ".tsx"
60 | ]
61 | }
62 | ],
63 | "import/extensions": [
64 | "error",
65 | "ignorePackages",
66 | {
67 | "js": "never",
68 | "jsx": "never",
69 | "ts": "never",
70 | "tsx": "never"
71 | }
72 | ]
73 | }
74 | }
75 |
--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
1 | # See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
2 |
3 | # dependencies
4 | /node_modules
5 | /.pnp
6 | .pnp.js
7 |
8 | # testing
9 | /coverage
10 |
11 | # production
12 | /build
13 |
14 | # misc
15 | .DS_Store
16 | .env.local
17 | .env.development.local
18 | .env.test.local
19 | .env.production.local
20 |
21 | npm-debug.log*
22 | yarn-debug.log*
23 | yarn-error.log*
24 | /package-lock.json
25 |
26 | .idea/
27 | /src/react-app-env.d.ts
28 |
--------------------------------------------------------------------------------
/.prettier.json:
--------------------------------------------------------------------------------
1 | {
2 | "trailingComma":"all",
3 | "tabWidth": 2,
4 | "semi": true,
5 | "singleQuote": false,
6 | "printWidth": 120,
7 | "jsxSingleQuote": false
8 | }
9 |
--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
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/README.md:
--------------------------------------------------------------------------------
1 | # Face Detector with React and Tensorflow.js
2 |
3 | Demo at [https://react-face-detector.netlify.app/](https://react-face-detector.netlify.app/)
4 |
5 | 
6 |
7 | It was challenging to find online an example of:
8 |
9 | 1. React
10 | 2. Typescript
11 | 3. Tensorflow.js
12 | 4. Drawing the result on Canvas
13 |
14 | in one place. Hence, I created this repo for future reference.
15 |
16 | ## Install
17 |
18 | ```
19 | npm install
20 | ```
21 |
22 | ## Start in development mode
23 |
24 | ```
25 | npm start
26 | ```
27 |
--------------------------------------------------------------------------------
/package.json:
--------------------------------------------------------------------------------
1 | {
2 | "name": "react_face_detection",
3 | "version": "0.1.0",
4 | "private": true,
5 | "dependencies": {
6 | "@tensorflow/tfjs": "^3.9.0",
7 | "@vladmandic/face-api": "^1.5.3",
8 | "bootstrap": "^5.1.0",
9 | "react": "^17.0.2",
10 | "react-bootstrap": "^2.0.0-beta.6",
11 | "react-dom": "^17.0.2",
12 | "react-scripts": "^4.0.3"
13 | },
14 | "scripts": {
15 | "start": "react-scripts start",
16 | "build": "GENERATE_SOURCEMAP=false react-scripts build",
17 | "test": "react-scripts test",
18 | "eject": "react-scripts eject"
19 | },
20 | "eslintConfig": {
21 | "extends": [
22 | "react-app",
23 | "react-app/jest"
24 | ]
25 | },
26 | "browserslist": {
27 | "production": [
28 | ">0.2%",
29 | "not dead",
30 | "not op_mini all"
31 | ],
32 | "development": [
33 | "last 1 chrome version",
34 | "last 1 firefox version",
35 | "last 1 safari version"
36 | ]
37 | },
38 | "devDependencies": {
39 | "@testing-library/jest-dom": "^5.14.1",
40 | "@testing-library/react": "^12.1.0",
41 | "@testing-library/user-event": "^13.2.1",
42 | "@types/node": "^16.9.6",
43 | "@types/react": "^17.0.24",
44 | "@types/react-dom": "^17.0.9",
45 | "@typescript-eslint/eslint-plugin": "^4.31.2",
46 | "@typescript-eslint/parser": "^4.31.2",
47 | "eslint": "^7.32.0",
48 | "eslint-config-airbnb": "^18.2.1",
49 | "eslint-import-resolver-typescript": "^2.5.0",
50 | "eslint-plugin-import": "^2.24.2",
51 | "eslint-plugin-prettier": "4.0.0",
52 | "prettier": "2.4.1",
53 | "typescript": "^4.4.3"
54 | }
55 | }
56 |
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/public/index.html:
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1 |
2 |
3 |