Top 6 Python simclr Projects
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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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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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.
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 | 3,084 |
| 2 | solo-learn | 1,355 |
| 3 | Unsupervised-Classification | 1,306 |
| 4 | similarity | 996 |
| 5 | classification | 20 |
| 6 | contrastive-reconstruction | 15 |
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