diff --git a/.gitignore b/.gitignore index d333b23..b6fcf6b 100644 --- a/.gitignore +++ b/.gitignore @@ -107,3 +107,5 @@ dist # Stores VSCode versions used for testing VSCode extensions .vscode-test +images/* +bin diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 0000000..08f095c --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,21 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "type": "node", + "request": "launch", + "name": "Launch Program", + "program": "${workspaceFolder}/bin/index.js", + "preLaunchTask": "build", + "console": "internalConsole", + "internalConsoleOptions": "openOnSessionStart", + "sourceMaps": true, + "outFiles": [ + "${workspaceFolder}/**/*.js" + ] + } + ] +} \ No newline at end of file diff --git a/.vscode/tasks.json b/.vscode/tasks.json new file mode 100644 index 0000000..a4f6e00 --- /dev/null +++ b/.vscode/tasks.json @@ -0,0 +1,15 @@ +{ + // See https://go.microsoft.com/fwlink/?LinkId=733558 + // for the documentation about the tasks.json format + "version": "2.0.0", + "tasks": [ + { + "label": "build", + "type": "typescript", + "tsconfig": "tsconfig.json", + "problemMatcher": [ + "$tsc" + ] + } + ] +} \ No newline at end of file diff --git a/homebridge-face-location.code-workspace b/homebridge-face-location.code-workspace new file mode 100644 index 0000000..517e0b2 --- /dev/null +++ b/homebridge-face-location.code-workspace @@ -0,0 +1,8 @@ +{ + "folders": [ + { + "path": "." + } + ], + "settings": {} +} \ No newline at end of file diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..7b4c1ed --- /dev/null +++ b/package-lock.json @@ -0,0 +1,896 @@ +{ + "name": "homebridge-face-location", + "version": "1.0.0", + "lockfileVersion": 1, + "requires": true, + 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5118, 4],"name":"Output/extra_dim"}]}] \ No newline at end of file diff --git a/resources/tiny_face_detector_model-shard1 b/resources/tiny_face_detector_model-shard1 new file mode 100644 index 0000000..a3f113a Binary files /dev/null and b/resources/tiny_face_detector_model-shard1 differ diff --git a/resources/tiny_face_detector_model-weights_manifest.json b/resources/tiny_face_detector_model-weights_manifest.json new file mode 100644 index 0000000..7d3b222 --- /dev/null +++ b/resources/tiny_face_detector_model-weights_manifest.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/src/index.ts b/src/index.ts new file mode 100644 index 0000000..5777242 --- /dev/null +++ b/src/index.ts @@ -0,0 +1,35 @@ +import { Rtsp } from "rtsp-stream/lib"; +// import nodejs bindings to native tensorflow, +// not required, but will speed up things drastically (python required) + +import * as faceapi from "face-api.js"; + +// implements nodejs wrappers for HTMLCanvasElement, HTMLImageElement, ImageData +const canvas = require("canvas"); + +// patch nodejs environment, we need to provide an implementation of +// HTMLCanvasElement and HTMLImageElement +const { Canvas, Image, ImageData } = canvas; +faceapi.env.monkeyPatch({ Canvas, Image, ImageData }); + +const main = async () => { + const rtsp = new Rtsp("rtsp://brandon:asdf1234@192.168.1.229/live", { + rate: 10, + }); + await faceapi.nets.ssdMobilenetv1.loadFromDisk("./resources"); + + rtsp.on("data", async (data: Buffer) => { + const input = await canvas.loadImage(data); + const detections = await faceapi.detectAllFaces(input); + console.log(); + process.exit(0); + }); + + rtsp.on("error", (err) => { + console.log(err); + }); + + rtsp.start(); +}; + +main(); diff --git a/tsconfig.face-location.json b/tsconfig.face-location.json new file mode 100644 index 0000000..68b58f7 --- /dev/null +++ b/tsconfig.face-location.json @@ -0,0 +1,63 @@ +{ + "compilerOptions": { + /* Basic Options */ + // "incremental": true, /* Enable incremental compilation */ + "target": "es5" /* Specify ECMAScript target version: 'ES3' (default), 'ES5', 'ES2015', 'ES2016', 'ES2017', 'ES2018', 'ES2019' or 'ESNEXT'. */, + "module": "commonjs" /* Specify module code generation: 'none', 'commonjs', 'amd', 'system', 'umd', 'es2015', or 'ESNext'. */, + // "lib": [], /* Specify library files to be included in the compilation. */ + // "allowJs": true, /* Allow javascript files to be compiled. */ + // "checkJs": true, /* Report errors in .js files. */ + // "jsx": "preserve", /* Specify JSX code generation: 'preserve', 'react-native', or 'react'. */ + // "declaration": true, /* Generates corresponding '.d.ts' file. */ + // "declarationMap": true, /* Generates a sourcemap for each corresponding '.d.ts' file. */ + "sourceMap": true /* Generates corresponding '.map' file. */, + // "outFile": "./", /* Concatenate and emit output to single file. */ + "outDir": "./bin" /* Redirect output structure to the directory. */, + "rootDir": "./src" /* Specify the root directory of input files. Use to control the output directory structure with --outDir. */, + "composite": true /* Enable project compilation */, + // "tsBuildInfoFile": "./", /* Specify file to store incremental compilation information */ + // "removeComments": true, /* Do not emit comments to output. */ + // "noEmit": true, /* Do not emit outputs. */ + // "importHelpers": true, /* Import emit helpers from 'tslib'. */ + // "downlevelIteration": true, /* Provide full support for iterables in 'for-of', spread, and destructuring when targeting 'ES5' or 'ES3'. */ + // "isolatedModules": true, /* Transpile each file as a separate module (similar to 'ts.transpileModule'). */ + /* Strict Type-Checking Options */ + "strict": true /* Enable all strict type-checking options. */, + "noImplicitAny": true /* Raise error on expressions and declarations with an implied 'any' type. */, + // "strictNullChecks": true, /* Enable strict null checks. */ + "strictFunctionTypes": true /* Enable strict checking of function types. */, + // "strictBindCallApply": true, /* Enable strict 'bind', 'call', and 'apply' methods on functions. */ + // "strictPropertyInitialization": true, /* Enable strict checking of property initialization in classes. */ + // "noImplicitThis": true, /* Raise error on 'this' expressions with an implied 'any' type. */ + // "alwaysStrict": true, /* Parse in strict mode and emit "use strict" for each source file. */ + /* Additional Checks */ + // "noUnusedLocals": true, /* Report errors on unused locals. */ + // "noUnusedParameters": true, /* Report errors on unused parameters. */ + "noImplicitReturns": true /* Report error when not all code paths in function return a value. */, + "noFallthroughCasesInSwitch": true /* Report errors for fallthrough cases in switch statement. */, + /* Module Resolution Options */ + // "moduleResolution": "node", /* Specify module resolution strategy: 'node' (Node.js) or 'classic' (TypeScript pre-1.6). */ + "baseUrl": "./" /* Base directory to resolve non-absolute module names. */, + "paths": { + "rtsp/*": ["./node_modules/rtsp-stream/lib/*"] + } /* A series of entries which re-map imports to lookup locations relative to the 'baseUrl'. */, + // "rootDirs": [], /* List of root folders whose combined content represents the structure of the project at runtime. */ + // "typeRoots": [], /* List of folders to include type definitions from. */ + // "types": [], /* Type declaration files to be included in compilation. */ + // "allowSyntheticDefaultImports": true, /* Allow default imports from modules with no default export. This does not affect code emit, just typechecking. */ + "esModuleInterop": true /* Enables emit interoperability between CommonJS and ES Modules via creation of namespace objects for all imports. Implies 'allowSyntheticDefaultImports'. */, + // "preserveSymlinks": true, /* Do not resolve the real path of symlinks. */ + // "allowUmdGlobalAccess": true, /* Allow accessing UMD globals from modules. */ + /* Source Map Options */ + // "sourceRoot": "", /* Specify the location where debugger should locate TypeScript files instead of source locations. */ + // "mapRoot": "", /* Specify the location where debugger should locate map files instead of generated locations. */ + // "inlineSourceMap": true, /* Emit a single file with source maps instead of having a separate file. */ + // "inlineSources": true, /* Emit the source alongside the sourcemaps within a single file; requires '--inlineSourceMap' or '--sourceMap' to be set. */ + /* Experimental Options */ + // "experimentalDecorators": true, /* Enables experimental support for ES7 decorators. */ + // "emitDecoratorMetadata": true, /* Enables experimental support for emitting type metadata for decorators. */ + /* Advanced Options */ + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true /* Disallow inconsistently-cased references to the same file. */ + } +} diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 0000000..a97b4e1 --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,73 @@ +{ + "references": [ + { + "path": "./node_modules/rtsp-stream/tsconfig.json" + }, + { + "path": "./tsconfig.face-location.json" + } + ], + "files": [], + "exclude": ["node_modules/*"], + "compilerOptions": { + /* Basic Options */ + // "incremental": true, /* Enable incremental compilation */ + "target": "es5" /* Specify ECMAScript target version: 'ES3' (default), 'ES5', 'ES2015', 'ES2016', 'ES2017', 'ES2018', 'ES2019' or 'ESNEXT'. */, + "module": "commonjs" /* Specify module code generation: 'none', 'commonjs', 'amd', 'system', 'umd', 'es2015', or 'ESNext'. */, + // "lib": [], /* Specify library files to be included in the compilation. */ + // "allowJs": true, /* Allow javascript files to be compiled. */ + // "checkJs": true, /* Report errors in .js files. */ + // "jsx": "preserve", /* Specify JSX code generation: 'preserve', 'react-native', or 'react'. */ + // "declaration": true, /* Generates corresponding '.d.ts' file. */ + // "declarationMap": true, /* Generates a sourcemap for each corresponding '.d.ts' file. */ + "sourceMap": true /* Generates corresponding '.map' file. */, + // "outFile": "./", /* Concatenate and emit output to single file. */ + "outDir": "./bin" /* Redirect output structure to the directory. */, + "rootDir": "./src" /* Specify the root directory of input files. Use to control the output directory structure with --outDir. */, + "composite": true /* Enable project compilation */, + // "tsBuildInfoFile": "./", /* Specify file to store incremental compilation information */ + // "removeComments": true, /* Do not emit comments to output. */ + // "noEmit": true, /* Do not emit outputs. */ + // "importHelpers": true, /* Import emit helpers from 'tslib'. */ + // "downlevelIteration": true, /* Provide full support for iterables in 'for-of', spread, and destructuring when targeting 'ES5' or 'ES3'. */ + // "isolatedModules": true, /* Transpile each file as a separate module (similar to 'ts.transpileModule'). */ + /* Strict Type-Checking Options */ + "strict": true /* Enable all strict type-checking options. */, + "noImplicitAny": true /* Raise error on expressions and declarations with an implied 'any' type. */, + // "strictNullChecks": true, /* Enable strict null checks. */ + "strictFunctionTypes": true /* Enable strict checking of function types. */, + // "strictBindCallApply": true, /* Enable strict 'bind', 'call', and 'apply' methods on functions. */ + // "strictPropertyInitialization": true, /* Enable strict checking of property initialization in classes. */ + // "noImplicitThis": true, /* Raise error on 'this' expressions with an implied 'any' type. */ + // "alwaysStrict": true, /* Parse in strict mode and emit "use strict" for each source file. */ + /* Additional Checks */ + // "noUnusedLocals": true, /* Report errors on unused locals. */ + // "noUnusedParameters": true, /* Report errors on unused parameters. */ + "noImplicitReturns": true /* Report error when not all code paths in function return a value. */, + "noFallthroughCasesInSwitch": true /* Report errors for fallthrough cases in switch statement. */, + /* Module Resolution Options */ + // "moduleResolution": "node", /* Specify module resolution strategy: 'node' (Node.js) or 'classic' (TypeScript pre-1.6). */ + "baseUrl": "./" /* Base directory to resolve non-absolute module names. */, + "paths": { + "rtsp/*": ["./node_modules/rtsp-stream/lib/*"] + } /* A series of entries which re-map imports to lookup locations relative to the 'baseUrl'. */, + // "rootDirs": [], /* List of root folders whose combined content represents the structure of the project at runtime. */ + // "typeRoots": [], /* List of folders to include type definitions from. */ + // "types": [], /* Type declaration files to be included in compilation. */ + // "allowSyntheticDefaultImports": true, /* Allow default imports from modules with no default export. This does not affect code emit, just typechecking. */ + "esModuleInterop": true /* Enables emit interoperability between CommonJS and ES Modules via creation of namespace objects for all imports. Implies 'allowSyntheticDefaultImports'. */, + // "preserveSymlinks": true, /* Do not resolve the real path of symlinks. */ + // "allowUmdGlobalAccess": true, /* Allow accessing UMD globals from modules. */ + /* Source Map Options */ + // "sourceRoot": "", /* Specify the location where debugger should locate TypeScript files instead of source locations. */ + // "mapRoot": "", /* Specify the location where debugger should locate map files instead of generated locations. */ + // "inlineSourceMap": true, /* Emit a single file with source maps instead of having a separate file. */ + // "inlineSources": true, /* Emit the source alongside the sourcemaps within a single file; requires '--inlineSourceMap' or '--sourceMap' to be set. */ + /* Experimental Options */ + // "experimentalDecorators": true, /* Enables experimental support for ES7 decorators. */ + // "emitDecoratorMetadata": true, /* Enables experimental support for emitting type metadata for decorators. */ + /* Advanced Options */ + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true /* Disallow inconsistently-cased references to the same file. */ + } +}