google-research/simclr

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

Jupyter NotebookPythoncomputer-visionrepresentation-learningunsupervised-learningself-supervised-learningsimclrcontrastive-learningsimclrv2
This is stars and forks stats for /google-research/simclr repository. As of 19 Apr, 2024 this repository has 3694 stars and 592 forks.

SimCLR - A Simple Framework for Contrastive Learning of Visual Representations News! We have released a TF2 implementation of SimCLR (along with converted checkpoints in TF2), they are in tf2/ folder. News! Colabs for Intriguing Properties of Contrastive Losses are added, see here. An illustration of SimCLR (from our blog here). Pre-trained models for SimCLRv2 We opensourced total 65 pretrained models here, corresponding to those in Table 1 of the SimCLRv2 paper: Depth Width SK Param (M) F-T...
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