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Object Detection React App

You can find an in depth walkthrough for training a TensorFlow.js model here.

Setup

git clone the repo and cd into it by running the following command:

git clone github.com/cloud-annotations/object-detection-react-app.git &&
cd object-detection-react-app

npm install

Note: You’ll need to have Node 8.10.0 or later on your local development machine. You can use nvm (macOS/Linux) or nvm-windows to easily switch Node versions between different projects.

Add TensorFlow.js Model to the App

Copy the model_web directory generated from the object detection walkthrough and paste it into the public folder of this repo.

Run the App

npm start

Open http://localhost:3000 to view it in the browser.

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⚛️ Real-Time Custom Object Detection with TensorFlow.js

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  • JavaScript 78.9%
  • HTML 20.4%
  • CSS 0.7%