Local

Local deployment , featuring

_Implemented detection pipeline using Haar cascades / DNN models with OpenCV.

Optimized for real-time performance on video streams (webcam & pre-recorded).

Integrated modular architecture for extending into face recognition and emotion analysis.

Designed clean UI/UX elements for visualization and debugging.

Ensured scalability with support for different environments (local + future cloud deployment)._