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)._