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

Mason Liu, Menglong Zhu, Marie White, Yinxiao Li, Dmitry Kalenichenko

2019-03-25Video Object Detection Object Recognition Real-Time Object Detection object-detection Object Detection

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Abstract

Models and examples built with TensorFlow

Results

Task	Dataset	Metric	Value	Model
Object Detection	ImageNet VID	MAP	63.9	Looking Fast and Slow
3D	ImageNet VID	MAP	63.9	Looking Fast and Slow
2D Classification	ImageNet VID	MAP	63.9	Looking Fast and Slow
2D Object Detection	ImageNet VID	MAP	63.9	Looking Fast and Slow
16k	ImageNet VID	MAP	63.9	Looking Fast and Slow

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