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Implemented three new detection features requested by the user: Accessibility (blocked ramps), Water Leak (burst pipes), and Crowd Density. These features utilize the existing low-resource CLIP model integration on the backend to provide AI-powered analysis without additional heavy model downloads. The frontend was updated with new views and camera integration for these features.


PR created automatically by Jules for task 17433750172453198706 started by @RohanExploit

- Added backend endpoints in `main.py` for `/api/detect-accessibility`, `/api/detect-water-leak`, and `/api/detect-crowd`.
- Implemented zero-shot detection logic in `hf_service.py` using existing CLIP model integration.
- Created React components `AccessibilityDetector.jsx`, `WaterLeakDetector.jsx`, and `CrowdDetector.jsx` with webcam and file upload support.
- Updated `Home.jsx` to include new quick action buttons with appropriate icons.
- Updated `App.jsx` with routes for the new features.
- Added comprehensive tests in `tests/test_new_features.py` covering new and existing detection endpoints.
- Verified frontend functionality and camera integration code.
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🙏 Thank you for your contribution, @google-labs-jules[bot]!

PR Details:

Quality Checklist:
Please ensure your PR meets the following criteria:

  • Code follows the project's style guidelines
  • Self-review of code completed
  • Code is commented where necessary
  • Documentation updated (if applicable)
  • No new warnings generated
  • Tests added/updated (if applicable)
  • All tests passing locally
  • No breaking changes to existing functionality

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  2. A maintainer will review your changes
  3. Address any requested changes promptly
  4. Once approved, your PR will be merged! 🎉

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@RohanExploit RohanExploit added ECWoC26 Elite Coders winter of Code bug Something isn't working and removed ECWoC26 Elite Coders winter of Code labels Jan 14, 2026
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