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Integrating ML model in React js

  • TensorFlow Lite is a streamlined version of TensorFlow, designed for mobile and embedded devices.
  • This tutorial shows how to create a React/Next.js app that can interact with a TensorFlow Lite model to auto-capture passport images directly in the browser.
  • The setup involves creating custom hooks to load the TFLite model and handle the video feed from the user's device.
  • Helper methods are provided to process frames from the video feed, draw bounding boxes, capture and crop the passport images.

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