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leeyegy / SimCC

[ECCV'2022 Oral] PyTorch implementation for: SimCC: a Simple Coordinate Classification Perspective for Human Pose Estimation (http://arxiv.org/abs/2107.03332). Old name: SimDR
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heatmap后处理和多人姿态估计 #12

Closed zkdfbb closed 2 years ago

zkdfbb commented 2 years ago

想请教一下，你论文里面的heatmap后处理都用了哪些方式，在小输入尺寸下差别还蛮大的

SimDR这方法可以用在多人姿态估计里，想了一下one-stage的话貌似不太方便

leeyegy commented 2 years ago

The settings of heatmap-based methods discussed in our paper simply follow their original papers. Which means, for HRNet&SimBa, shift strategy is adopted as post-processing; for TokenPose, DARK strategy is adopted as post-processing. By contrast, none of them is used by our proposed method (no need of extra post-processing for further performance improvement).

leeyegy commented 2 years ago

By far, SimDR works in top-down human pose estimation. For bottom-up settings or else, we regard them as future work.