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The Top 23 Self Supervised Open Source Projects

Open source projects categorized as Self Supervised
Categories > Self Supervised
Awesome Self Supervised Learning ⭐ 5,689
A curated list of awesome self-supervised methods
most recent commit 8 months ago
Tsai ⭐ 4,659
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 2total releases 47most recent commit 24 days agopypi tsai} Downloads
Noreward Rl ⭐ 1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
most recent commit a year ago
Efficient Computing ⭐ 1,110
Efficient computing methods developed by Huawei Noah's Ark Lab
most recent commit 18 days ago
Internvideo ⭐ 736
InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)
most recent commit 3 months ago
Declip ⭐ 603
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
most recent commit 2 years ago
Awesome Self Supervised Papers ⭐ 534
Paper bank for Self-Supervised Learning
most recent commit 2 years ago
Up Detr ⭐ 448
[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
most recent commit 9 months ago
Manydepth ⭐ 440
[CVPR 2021] Self-supervised depth estimation from short sequences
most recent commit 2 years ago
Pytorch Cortexnet ⭐ 361
PyTorch implementation of the CortexNet predictive model
most recent commit 5 years ago
Scenerf ⭐ 284
[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"
most recent commit 5 months ago
Ss Ood ⭐ 184
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
most recent commit 3 years ago
Behindthescenes ⭐ 168
Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)
most recent commit 9 months ago
Indoor Sfmlearner ⭐ 124
[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation
most recent commit a year ago
Endo Fm ⭐ 104
[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train
most recent commit 4 months ago
Conditional Motion Propagation ⭐ 99
Code for our CVPR 2019 work.
most recent commit 5 years ago
Idr ⭐ 95
Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)
most recent commit 9 months ago
Union14m ⭐ 94
[ICCV 2023] Code base for Revisiting Scene Text Recognition: A Data Perspective
most recent commit 6 months ago
Exploration By Disagreement ⭐ 86
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
most recent commit 5 years ago
Diffnet ⭐ 86
[BMVC 2021] ''Self-Supervised Monocular Depth Estimation with Internal Feature Fusion''
most recent commit 2 years ago
Game Feature Learning ⭐ 65
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18
most recent commit 3 years ago
Md4all ⭐ 62
Source code for the ICCV 2023 paper: Robust Monocular Depth Estimation under Challenging Conditions
most recent commit 5 months ago
Tri Depth ⭐ 61
[WACV 2023] Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem
most recent commit 8 months ago
The 2 Most Depended On Self Supervised Open Source Projects
Dr.sc ⭐ 5
DR.SC: Joint dimension reduction and spatial clustering for single-cell/spatial transcriptomics data
dependent packages 2total releases 12latest release August 09, 2023most recent commit 9 months ago
The 4 Latest Releases In Self Supervised Open Source Projects
Dr.sc ⭐ 5
DR.SC: Joint dimension reduction and spatial clustering for single-cell/spatial transcriptomics data
dependent packages 2total releases 12latest release August 09, 2023most recent commit 9 months ago
Openbioseq ⭐ 13
This repo focuses on supervised and self-supervised bio-sequence representation learning
total releases 1latest release January 09, 2023most recent commit 6 months ago
Cytoself ⭐ 58
Self-supervised models for encoding protein localization patterns from microscopy images
total releases 6latest release September 29, 2022most recent commit 5 months ago
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