alinawazmahar/cctv-visual-rag

🎥 CCTV Visual RAG

Search through surveillance / CCTV video frames using natural language queries. No manual scrubbing. Just type what you're looking for.

How it works

Video → Frame Sampling (1 FPS) → CLIP Embeddings → FAISS Index
Query → CLIP Text Embedding → Similarity Search → Top-K Frames + Timestamps

Stack

Example Queries

• —red car
• —person walking
• —empty road
• —multiple vehicles

Author

Built by Ali Nawaz — CS Student

HuggingFace · GitHub · LinkedIn