Enhanced Face Detection: Added Preprocessing for Improved Accuracy

[2100031988]

This pull request introduces several improvements to the face detection system:

Preprocessing Pipeline:

• Brightness Normalization: Added a step to adjust image brightness to handle low-light conditions.
• Rotation Correction: Introduced a rotation correction mechanism to account for angled face images, improving detection accuracy in non-ideal conditions.

Frontend Changes:

• Modified index.js to incorporate client-side preprocessing, rotating images as necessary before sending them to the backend for detection.

These enhancements improve the system's performance in challenging environments, ensuring more consistent face detection regardless of lighting or face orientation.

[Devasy]

[Devasy]

📊 Contributor Stats for @2100031988:

• Total PRs Merged: 18
  • Recent Contributions (last 10 PRs):
• Lines Added: 43209
• Lines Deleted: 5506
  Keep up the great work! 🚀

[Devasy]

Hi @2100031988 , I appreciate your efforts towards our repo, we'll shortly look into it.

Please include ss or working recording of your changes that would be really helpful

@puwun please review it

[2100031988]

Yes sir, you can navigate to files change sections nd see from there....but I will also attach the file here so that it is convenient for you as I am not able to send you the python and jason file so I will send you the screenshot (@Devasy23)

[Devasy]

I meant ss of the changes in UI or working, else diff is better visible on GitHub itself