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params?: U2NetPortraitOperationParams): Promise<number[][]>;\n}\n\n```\n\n## Configuration and Parameter\n\n```\nexport interface U2NetPortraitConfig {\n    browserType: BrowserType;\n    processOnLocal: boolean;\n    useTFWasmBackend: boolean;\n    wasmPath: string;\n    modelPath: string;\n    workerPath: string;\n}\nexport interface U2NetPortraitOperationParams {\n    type: U2NetPortraitFunctionType;\n    processWidth: number;\n    processHeight: number;\n}\nexport declare enum U2NetPortraitFunctionType {\n    Portrait = 0,\n    xxx = 1\n}\n\n\n```\n\n## Step by step\n\n### Create environment and install package\n\n```\n$ npx create-react-app demo --template typescript\n$ cd demo/\n$ npm install\n$ npm install @dannadori/u2net-portrait-worker-js\n$ cp node_modules/\\@tensorflow/tfjs-backend-wasm/dist/tfjs-backend-wasm.wasm public/\n```\n\n### Add source image to public.\n\nIn this time, the name is \"srcImage.jpg\"\n\n### Edit src/App.tsx\n\nSample code is here.\n\n```\nimport React from 'react';\nimport './App.css';\nimport { generateDefaultU2NetPortraitParams, generateU2NetPortraitDefaultConfig, U2NetPortraitWorkerManager, createForegroundImage } from '@dannadori/u2net-portrait-worker-js'\n\nclass App extends React.Component{\n\n  manager = new U2NetPortraitWorkerManager()\n\n  config = (()=>{\n    const c = generateU2NetPortraitDefaultConfig()\n    c.useTFWasmBackend = false\n    c.wasmPath = \"\"\n    c.modelPath=\"/u2net-portrait_192/model.json\"\n    return c\n  })()\n  params = (()=>{\n    const p = generateDefaultU2NetPortraitParams()\n    p.processHeight=192\n    p.processWidth=192\n    return p\n  })()\n\n\n  srcCanvas = document.createElement(\"canvas\")\n  dstCanvas = document.createElement(\"canvas\")\n\n  componentDidMount = () =>{\n    document.getRootNode().lastChild!.appendChild(this.srcCanvas)\n    document.getRootNode().lastChild!.appendChild(this.dstCanvas)\n    const srcImage = document.createElement(\"img\")\n    srcImage.onload = () =>{\n      this.manager.init(this.config).then(()=>{\n        this.srcCanvas.getContext(\"2d\")!.drawImage(\n          srcImage, 0, 0, this.srcCanvas.width, this.dstCanvas.height)\n        return this.manager.predict(this.srcCanvas, this.params)\n      }).then((res)=>{\n        const foreground = createForegroundImage(this.srcCanvas, res)\n        this.dstCanvas.getContext(\"2d\")!.putImageData(foreground, 0, 0)\n      })\n    }\n    srcImage.src = \"./srcImage.jpg\"\n  }\n\n  render = ()=>{\n    return (\n      <div className=\"App\">\n      </div>\n    );\n  }\n}\n\nexport default App;\n```\n\n### build and start\n\n```\n$ npm run start\n```\n","readmeFilename":"README.md","description":"![image](https://user-images.githubusercontent.com/48346627/101999201-fba25d80-3d1d-11eb-8e63-445cb6abf204.png)"}