Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Simclr	3,525	a year ago	1	April 14, 2022	69	apache-2.0	Jupyter Notebook
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Unsupervised Classification	1,217	9 months ago			18	other	Python
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
Featurelearningrotnet	496	6 months ago			13	mit	Python

Lemniscate.pytorch	467	4 years ago			9		Python
Unsupervised Feature Learning via Non-parametric Instance Discrimination
Pcl	347	2 years ago			4	mit	Python
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
Simclr Pytorch	140	a year ago			4	mit	Jupyter Notebook
PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
Self Supervised	106	a year ago					Python
Whitening for Self-Supervised Representation Learning \| Official repository
Patchmix	68	4 months ago				other	Python
The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"
Featuredecoupling	55	5 years ago			4	mit	Python
Self-Supervised Representation Learning by Rotation Feature Decoupling
Pytorch Simsiam	48	3 years ago			5	apache-2.0	Python
A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.

Alternatives To Self Supervised

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Simclr ⭐ 3,525

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

total releases 1most recent commit a year ago

Unsupervised Classification ⭐ 1,217

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

most recent commit 9 months ago

Featurelearningrotnet ⭐ 496

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Lemniscate.pytorch ⭐ 467

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most recent commit 4 years ago

Pcl ⭐ 347

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

most recent commit 2 years ago

Simclr Pytorch ⭐ 140

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

most recent commit a year ago

Self Supervised ⭐ 106

Whitening for Self-Supervised Representation Learning | Official repository

most recent commit a year ago

Patchmix ⭐ 68

The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"

most recent commit 4 months ago

Featuredecoupling ⭐ 55

Self-Supervised Representation Learning by Rotation Feature Decoupling

most recent commit 5 years ago

Pytorch Simsiam ⭐ 48

A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.

most recent commit 3 years ago

Suggest An Alternative To self-supervised

Alternative Project Comparisons

Self Supervised vs Simclr

Self Supervised vs Unsupervised Classification

Self Supervised vs Featurelearningrotnet

Self Supervised vs Lemniscate.pytorch

Self Supervised vs Pcl

Self Supervised vs Simclr Pytorch

Self Supervised vs Patchmix

Self Supervised vs Featuredecoupling

Self Supervised vs Pytorch Simsiam

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