1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track

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Accurate, large minibatch

Original

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Feature pyramid networks for object detection

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Aggregated residual transformations for deep neural networks

Original

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Path aggregation network for instance segmentation

Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, and Jiaya Jia · 2018

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MMDetection

Original

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Tong He, Zhi Zhang, Hang Zhang, Zhongyue Zhang, Junyuan Xie, and Mu Li · 2019

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Deep high-resolution representation learning for visual recognition

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