{"id":18034204,"url":"https://github.com/gokulkrishh/tensorflow-find-object","last_synced_at":"2026-01-31T18:31:37.515Z","repository":{"id":75800657,"uuid":"135698962","full_name":"gokulkrishh/tensorflow-find-object","owner":"gokulkrishh","description":" 📸 A simple application to demonstrate TensorflowJS using mobile net model to predict objects via camera API. 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It is not trained to recognize human faces. For best performance, show the images of objects like piano, coffee mugs, bottles, etc*\n\n## [Demo](https://find.surge.sh)\n\n![Demo GIF](https://github.com/gokulkrishh/tensorflow-find-object/blob/master/FindObject.gif)\n\n## Installation\n\n```bash\nyarn or npm install\n```\n\n## Run\n\n```bash\nnpm run start\n```\n\n## Build\n\n```bash\nnpm run build\n```\n\n**This project was bootstrapped with [Create React App](https://github.com/facebookincubator/create-react-app)**\n\n### Libraries I used\n\n1.  [Tensorflow](https://js.tensorflow.org/) js library.\n2.  Used a tensorflow model called [mobilenet](https://github.com/tensorflow/models/blob/master/research/slim/nets/mobilenet_v1.md) to predict.\n3.  Used media stream API with canvas to capture and give it to mobilenet model.\n\n### Problems I faced\n\n* Got minification error in TensorJS from webpack uglify plugin.\n* Safari browser in iOS device, the media stream API wont work unless you add `facingMode = \"environment\";` in constraints object passed to `getUserMedia` API + with [this hack](https://github.com/webrtc/samples/issues/929#issuecomment-330816567).\n* After adding to homescreen, media stream API is not working in safari browser in iOS devcie.\n\n### MIT Licensed\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgokulkrishh%2Ftensorflow-find-object","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgokulkrishh%2Ftensorflow-find-object","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgokulkrishh%2Ftensorflow-find-object/lists"}