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Codec-aware video preprocessing for training and inference. Extracts codec-level bitcost information from H.264 / HEVC / VP9 videos and turns them into patch-canvases ready for downstream vision ...

Abstract: Because of their high temporal resolution, increased resilience to motion blur, and very sparse output, event cameras have been shown to be ideal for low-latency and low-bandwidth feature ...

Training-free framework that converts SAM3 into a real-time multi-class open-vocabulary detector. Achieves 55.8 AP on COCO val2017 (80 classes) at 15.8 FPS (4 classes, 1008px) on a single RTX 4080.