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# PointPWC-Net: *Cost Volume on Point Clouds for (Self-) Supervised Scene Flow Estimation*
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This is the code for [PointPWC-Net](https://arxiv.org/abs/1911.12408), a deep coarse-to-fine network designed for 3D scene flow estimation from 3D point clouds. Created by <a href="http://web.engr.oregonstate.edu/~wuwen/" target="_blank">Wenxuan Wu</a>, <a href="http://web.engr.oregonstate.edu/~lif/" target="_blank">Fuxin Li</a> from Oregon State University.
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<img src="./images/PointPWC.png" width=100%>
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**Update:**
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* Self-supervised loss is release in model.py(multiScaleChamferSmoothCurvature).
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You can train the self-supervised model by using train_self.py.
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* Update PointConvFlow to compute the patch-to-patch cost volume.
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* Update a updated model pretrain weight to obtain a better result than the original paper.
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<img src="./images/PointPWC.png" width=100%>
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## Citation
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If you find our work useful in your research, please consider citing:

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