Top 23 Python self-supervised-learning Projects

self-supervised-learning

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1. transferlearning

   1 1 13,934 7.1 Python

   Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

   

2. InfluxDB

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   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. PaddleSpeech

   2 6 11,973 9.1 Python

   Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

   

4. dino

   3 7 6,887 0.0 Python

   PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

   

5. pytorch-metric-learning

   4 3 6,160 8.2 Python

   The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

   

6. mmpretrain

   5 2 3,681 2.9 Python

   OpenMMLab Pre-training Toolbox and Benchmark

   

7. lightly

   6 16 3,405 9.2 Python

   A python library for self-supervised learning on images.

   

8. mmselfsup

   7 5 3,237 5.3 Python

   OpenMMLab Self-Supervised Learning Toolbox and Benchmark

   

9. SaaSHub

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   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

10. EasyCV

    8 2 1,867 2.6 Python

    An all-in-one toolkit for computer vision

    

11. byol-pytorch

    9 1 1,825 4.2 Python

    Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

    

12. solo-learn

    10 3 1,490 0.0 Python

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

    

13. Unsupervised-Classification

    11 2 1,418 1.4 Python

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

    

14. SparK

    12 3 1,337 7.3 Python

    [ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling" (by keyu-tian)

    

15. PaddleHelix

    13 1 1,066 6.8 Python

    Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

    

16. SimMIM

    14 1 964 0.0 Python

    This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

    

17. dipy

    15 3 764 9.7 Python

    DIPY is the paragon 3D/4D+ medical imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

    

18. Transformer-SSL

    16 2 655 0.0 Python

    This is an official implementation for "Self-Supervised Learning with Swin Transformers".

    

19. VideoMAEv2

    17 1 644 4.3 Python

    [CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

    

20. manydepth

    18 2 644 0.0 Python

    [CVPR 2021] Self-supervised depth estimation from short sequences

    

21. Unsupervised-Semantic-Segmentation

    19 1 412 1.8 Python

    Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

    

22. lightly-train

    20 4 356 8.9 Python

    LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications

    

    Project mention: LightlyTrain: Better Vision Models, Faster – No Labels Needed | news.ycombinator.com | 2025-04-15

    * Docs: https://docs.lightly.ai/train

23. DiffCSE

    21 3 293 0.0 Python

    Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

    

24. PASS

    22 4 265 0.0 Python

    The PASS dataset: pretrained models and how to get the data

    

25. unsupervised-depth-completion-visual-inertial-odometry

    23 2 190 5.0 Python

    Tensorflow and PyTorch implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

    

26. SaaSHub

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Python self-supervised-learning related posts

• Show HN: OK-Robot: open, modular home robot framework for pick-and-drop anywhere

  5 projects | news.ycombinator.com | 23 Feb 2024

• Show HN: Lightly – A Python library for self-supervised learning on images

  1 project | news.ycombinator.com | 16 Nov 2023

• Batch-wise processing or image-by-image processing? (DINO V1)

  1 project | /r/learnmachinelearning | 15 Nov 2023

• GitHub - lightly-ai/lightly: A python library for self-supervised learning on images.

  1 project | /r/Python | 23 May 2023

• A Python library for self-supervised learning on images

  1 project | news.ycombinator.com | 11 May 2023

• Will AIs Take All Our Jobs and End Human History–Or Not? Well, It’s Complicated

  1 project | news.ycombinator.com | 16 Mar 2023

• An Idea for Integration

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• A note from our sponsor - SaaSHub
  www.saashub.com | 13 Jun 2025

  SaaSHub helps you find the best software and product alternatives Learn more →

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