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FE/ML: Live Camera Feed for Real-Time Scanning #58

@jpdevhub

Description

@jpdevhub

Description

The Idea
Currently, users have to take a photo and upload it. It would be much faster if they could open a live camera feed inside the browser, point it at a fish, and have the app automatically capture a frame when the fish is perfectly in focus.

What needs to be done

  • Use the HTML5 MediaDevices API to stream the camera feed directly into a <video> element on the Scanner page.
  • Add a "Capture" button that grabs the current frame and sends it to our ML backend.
  • (Bonus) Draw a framing guide (a subtle bounding box) over the camera feed.

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