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And this repository is inspired by [the repository](https://github.com/HighVoltageRocknRoll/sr). And some code is originally in [the repository](https://github.com/HighVoltageRocknRoll/sr).\n\n\n[paper](https://arxiv.org/abs/1609.05158)\n\n## API\n\n```\n    init: (config: SuperResolutionConfig | null) => Promise<void>;\n    predict: (src: HTMLCanvasElement | HTMLImageElement | HTMLVideoElement, params?: SuperResolutionOperationParams) => Promise<Uint8Array | null>;\n\n```\n\n## Configuration and Parameter\n```\n\nexport interface SuperResolutionConfig{\n    browserType         : BrowserType\n    processOnLocal      : boolean\n    modelPath           : string\n    workerPath          : string\n    enableSIMD          : boolean\n\n}\n\n\nexport interface SuperResolutionOperationParams{\n    inputWidth          : number\n    inputHeight         : number\n    scaleFactor         : number\n    interpolation       : number\n    useSIMD             : boolean\n}\n\n\nexport const InterpolationType = {\n    INTER_NEAREST   :0,\n    INTER_LINEAR    :1,\n    INTER_AREA      :2,\n    INTER_CUBIC     :3,\n    INTER_LANCZOS4  :4,\n    INTER_ESPCN     :100,\n    CANVAS          :200,\n}\n\n```\n\n\n## Step by step\n### Create environment and install package\n```\n$ npx create-react-app demo --template typescript\n$ cd demo/\n$ npm install\n$ npm install @dannadori/super-resolution-worker-js\n$ cp node_modules/\\@dannadori/super-resolution-worker-js/dist/super-resolution-worker-worker.js public/\n$ mkdir -p public/static/js\n$ cp node_modules/\\@dannadori/super-resolution-worker-js/resources/tflite.wasm public/static/js\n$ cp node_modules/\\@dannadori/super-resolution-worker-js/resources/tflite-simd.wasm public/static/js\n```\n\n### Download Model\nhttps://flect-lab-web.s3-us-west-2.amazonaws.com/P01_wokers/t13_super-resolution/models/model_x2_nopadding.tflite\n\nhttps://flect-lab-web.s3-us-west-2.amazonaws.com/P01_wokers/t13_super-resolution/models/model_x3_nopadding.tflite\n\nhttps://flect-lab-web.s3-us-west-2.amazonaws.com/P01_wokers/t13_super-resolution/models/model_x4_nopadding.tflite\n\n\n### Add source image to public. \nIn this time, the name is \"srcImage.jpg\"\n\n### Edit src/App.tsx\nTBD\n\n### build and start\n\n```\n$ npm run start\n```\n\n\n\n","readmeFilename":"README.md","description":"![image](https://user-images.githubusercontent.com/48346627/128611056-978ee70c-b893-4ee6-96dd-650dec002eba.png)"}