simclr

Open-source projects categorized as simclr
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Language: + Python + Jupyter Notebook
Topics: self-supervised-learning contrastive-learning unsupervised-learning Pytorch moco
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Top 8 simclr Open-Source Projects

simclr

  • simclr

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

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  • mmselfsup

    OpenMMLab Self-Supervised Learning Toolbox and Benchmark

  • SimCLR

    PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations (by sthalles)

  • solo-learn

    solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

  • Unsupervised-Classification

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

  • similarity

    TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

  • classification

    Classification of the MNIST dataset using various Deep Learning techniques

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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).

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simclr related posts

  • Positive and Negative Sampling Strategies for Representation Learning in Semantic Search

    2 projects | /r/LanguageTechnology | 25 Mar 2023

  • Does anyone know how a loss curve like this can happen? Details in comments

    1 project | /r/learnmachinelearning | 3 Nov 2022

  • [D]Use SimCLR as pretraining for image segmentation

    4 projects | /r/MachineLearning | 15 Oct 2022

  • [D] Why is random cropping necessary in SimCLR?

    1 project | /r/MachineLearning | 30 Sep 2022

  • [R] Deep Learning with a Small Training Batch (or Lack Thereof). Part 1

    5 projects | /r/MachineLearning | 29 Aug 2022

  • [D] Current trends in computer vision related to unsupervised learning

    2 projects | /r/MachineLearning | 6 Aug 2022

  • [D] State-of-the-Art for Self-Supervised (Pre-)Training of CNN architectures (e.g. ResNet)?

    2 projects | /r/MachineLearning | 26 Jul 2022
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 15 Jun 2024
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Index

What are some of the best open-source simclr projects? This list will help you:

Project Stars
1 simclr 3,949
2 mmselfsup 3,118
3 SimCLR 2,161
4 solo-learn 1,379
5 Unsupervised-Classification 1,320
6 similarity 1,001
7 classification 20
8 contrastive-reconstruction 14

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