Buat yang lagi belajar tentang self-supervised learning, berikut ini ada beberapa project open source tentang self-supervised learning:

1. Self-Supervised Vision Transformers with DINO

https://github.com/facebookresearch/dino

2. SIMCLR: A Simple Framework for Contrastive Learning of Visual Representations

https://github.com/google-research/simclr

3. SwinTransformer : Self-Supervised Learning with Vision Transformers

https://github.com/SwinTransformer/Transformer-SSL

4. Lightly: computer vision framework for self-supervised learning

https://github.com/lightly-ai/lightly

5. MMSelfSup: open source self-supervised representation learning toolbox based on PyTorch.

https://github.com/open-mmlab/mmselfsup

6. Bootstrap Your Own Latent (BYOL)

https://github.com/lucidrains/byol-pytorch

7. solo-learn: library of self-supervised methods for unsupervised visual representation learning powered

https://github.com/vturrisi/solo-learn

8. Moco

https://github.com/facebookresearch/moco

9. PIRL

https://github.com/akwasigroch/Pretext-Invariant-Representations

10. Deep Cluster

https://github.com/facebookresearch/deepcluster

11. Sela

https://github.com/yukimasano/self-label

12. SimSiam

https://github.com/facebookresearch/simsiam

13. Barlowtwins

https://github.com/facebookresearch/barlowtwins

Semoga Bermanfaat!

Referensi:

https://www.libhunt.com/topic/self-supervised-learning