# facebookresearch/deepcluster

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1,746 stars · 322 forks · Python · NOASSERTION · archived

## Links

- GitHub: https://github.com/facebookresearch/deepcluster
- awesome-repositories: https://awesome-repositories.com/repository/facebookresearch-deepcluster.md

## Description

We release paper and code for SwAV, our new self-supervised method. SwAV pushes self-supervised learning to only 1.2% away from supervised learning on ImageNet with a ResNet-50! It combines online clustering with a multi-crop data augmentation.

## Tags

### Part of an Awesome List

- [Advanced Learning](https://awesome-repositories.com/f/awesome-lists/ai/advanced-learning.md) — Deep clustering for unsupervised visual feature learning.
- [Computer Vision Research](https://awesome-repositories.com/f/awesome-lists/ai/computer-vision-research.md) — Unsupervised learning of visual features via deep clustering.
- [Image Representation Learning](https://awesome-repositories.com/f/awesome-lists/ai/image-representation-learning.md) — Deep clustering for unsupervised visual feature learning.