Thinking with Cameras: Active Visual Reasoning via Dynamic Viewpoint Control for Surveillance Video Understanding
Paper • 2609.06475 • Published • 1
CamVLM
Thinking with Cameras: Active Visual Reasoning via Dynamic Viewpoint Control for Surveillance Video Understanding
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xiaozhang79/CCTV-Anomaly
Preview • Updated • 156 • 1Note High-quality training dataset for surveillance anomaly understanding
xiaozhang79/CamTrack-53K
Viewer • Updated • 53.1k • 62 • 1Note High-quality training dataset for camera viewpoint control
xiaozhang79/CamVLM-8B
Video-Text-to-Text • 9B • Updated • 13 • 2Note State-of-the-art open-source LVLM for real-world surveillance understanding