Real-Time Video Analysis

YOLO26 detects in <10ms per frame (100+ FPS). SAM 2 segments at 44 FPS with video object tracking across frames. Grounded SAM 2 + DINO enables text-guided detection ('find all safety violations'). Video-LLMs (Qwen3-VL, InternVL) understand temporal context across frame sequences. Motion detection as early filter prevents YOLO from running on static frames — major GPU savings.