Top 6 Python simclr Projects
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SaaSHub
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solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
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Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
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similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
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contrastive-reconstruction
Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python simclr discussion
Python simclr related posts
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Does anyone know how a loss curve like this can happen? Details in comments
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[D]Use SimCLR as pretraining for image segmentation
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[D] State-of-the-Art for Self-Supervised (Pre-)Training of CNN architectures (e.g. ResNet)?
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[P] Solo-learn 1.0.3: new methods, support for transformer architectures, better evaluation, improved docs, and additional results.
Index
What are some of the best open-source simclr projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | mmselfsup | 3,169 |
| 2 | solo-learn | 1,420 |
| 3 | Unsupervised-Classification | 1,341 |
| 4 | similarity | 1,010 |
| 5 | classification | 20 |
| 6 | contrastive-reconstruction | 13 |
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