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task-aware-compression

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Puiching-Memory / RL-RC-DoT

Independent from-scratch reproduction of NVIDIA CVPR 2025 RL-RC-DoT: a block-level RL agent (PPO + Stable-Baselines3) for task-aware video compression. The agent outputs macroblock-level delta-QP maps injected into x264 to optimize downstream car detection (YOLO) on BDD100K under a bit-rate constraint.

reinforcement-learning object-detection reproduction x264 rate-control video-compression ppo bdd100k yolov5 stable-baselines3 cvpr-2025 task-aware-compression

Updated Aug 3, 2026
Python

adpena / witness-machine

Shadow-price-guided SDF level-set compression for frozen driving perception, expressed as an interactive marimo notebook

signed-distance-field video-compression marimo molab task-aware-compression

Updated Jul 10, 2026
Python

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