PixPro-TF

This is an unofficial implementation of Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021.

Requirements

(TODO : requirements.txt and Dockerfile for the image of fixed environment.)

• python >= 3.6
• tensorflow >= 2.2

Training

TODO

• LARS optimizer
• Downstream
  • Object Detection
  • Semantic Segmentation
  • Instance Segmentation
  • Semi-Supervised Object Detection
  • Linear Evaluation

Evaluation

TODO

Results

TODO

Citation

@article{Xie2020PropagateYE,
  title={Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning},
  author={Zhenda Xie and Yutong Lin and Zheng Zhang and Yue Cao and Stephen Lin and Han Hu},
  journal={ArXiv},
  year={2020},
  volume={abs/2011.10043}
}