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

25 Mar 2019 • Mason Liu • Menglong Zhu • Marie White • Yinxiao Li • Dmitry Kalenichenko

Models and examples built with TensorFlow..

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Datasets


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Video Object Detection ImageNet VID Memory-Guided (Interleaved + Quantization + Adaptive + Async) MAP 61.4 # 11
FPS 72.3 # 1

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet