Top 23 Python self-supervised-learning Projects

self-supervised-learning

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• transferlearning

  1 13,259 7.5 Python

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

• Scout Monitoring

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• PaddleSpeech

  6 10,869 6.7 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.

  

  Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

  PaddlePaddle/PaddleSpeech

• dino

  7 6,216 0.0 Python

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

  

  Project mention: Batch-wise processing or image-by-image processing? (DINO V1) | /r/learnmachinelearning | 2023-11-15

• pytorch-metric-learning

  3 5,946 7.4 Python

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

• mmpretrain

  2 3,375 3.2 Python

  OpenMMLab Pre-training Toolbox and Benchmark

  

• mmselfsup

  5 3,125 5.3 Python

  OpenMMLab Self-Supervised Learning Toolbox and Benchmark

  

• lightly

  16 2,921 9.1 Python

  A python library for self-supervised learning on images.

  

  Project mention: Show HN: Lightly – A Python library for self-supervised learning on images | news.ycombinator.com | 2023-11-16

• InfluxDB

  www.influxdata.com featured

  Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.

  

• EasyCV

  2 1,757 5.5 Python

  An all-in-one toolkit for computer vision

  

• byol-pytorch

  1 1,733 4.2 Python

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

• SparK

  3 1,419 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)

• solo-learn

  3 1,411 4.3 Python

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

• Unsupervised-Classification

  2 1,341 1.4 Python

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

• PaddleHelix

  1 974 8.3 Python

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

  

• SimMIM

  1 886 0.0 Python

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

  

• dipy

  3 700 9.9 Python

  DIPY is the paragon 3D/4D+ 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.

  

• Transformer-SSL

  2 614 0.0 Python

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

  

• manydepth

  2 611 0.0 Python

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

  

• VideoMAEv2

  1 483 4.1 Python

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

  

• Unsupervised-Semantic-Segmentation

  1 397 1.8 Python

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

• DiffCSE

  3 288 0.0 Python

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

• PASS

  4 262 0.0 Python

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

• unsupervised-depth-completion-visual-inertial-odometry

  2 185 5.0 Python

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

• STEPS

  1 175 10.0 Python

  This is the official repository for ICRA-2023 paper "STEPS: Joint Self-supervised Nighttime Image Enhancement and Depth Estimation"

• SaaSHub

  www.saashub.com featured

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

  

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

  1 project | /r/robotics | 29 Jan 2023
• A note from our sponsor - Scout Monitoring
  www.scoutapm.com | 16 Sep 2024

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