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nileshkulkarni
158 Stars 27 Forks 19 Commits 4 Opened issues

Description

Code release for "Canonical Surface Mapping via Geometric Cycle Consistency"

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Canonical Surface Mapping via Geometric Cycle Consistency

Nilesh Kulkarni, Abhinav Gupta*, Shubham Tulsiani*

Project Page

teaser

Requirements

  • Python 2.7
  • PyTorch 0.4

Follow-up work on Articulation-aware Canonical Surface Mapping

Please checkout the follow-up work here. We show results on over 10 categories.

Installation

Following instructions here

Training

Please see csm/docs/training.md

Testing

Please see csm/docs/testing.md

Ablation Analysis

Please see csm/docs/ablation.md

Citation

If you use this code for your research, please consider citing: ``` @article{kulkarni2019csm, title={Canonical Surface Mapping via Geometric Cycle Consistency}, author={Kulkarni, Nilesh and Gupta, Abhinav and Tulsiani, Shubham}, journal={International Conference on Computer Vision (ICCV)} year={2019} }

Acknowledgements

Parts of this code were borrowed from CMR.

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