Looking Fast and Slow: Memory-Guided Mobile Video Object Detection

25 Mar 2019Mason LiuMenglong ZhuMarie WhiteYinxiao LiDmitry Kalenichenko

Models and examples built with TensorFlow..

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Video Object Detection ImageNet VID Memory-Guided (Ours) Interleaved + Adaptive MAP 61.4 # 6
Video Object Detection ImageNet VID Memory-Guided (Interleaved + Quantization + Adaptive + Async) FPS 72.3 # 1