Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Pytorch Self Supervised Learning Open Source Projects

Open source projects categorized as Python Pytorch Self Supervised Learning
Categories > Self Supervised Learning
Lightly ⭐ 2,665
A python library for self-supervised learning on images.
most recent commit 3 months ago
Byol Pytorch ⭐ 1,630
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 28most recent commit 5 months agopypi byol-pytorch} Downloads
Easycv ⭐ 1,614
An all-in-one toolkit for computer vision
total releases 19most recent commit 3 months ago
Spark ⭐ 1,355
[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"
most recent commit 3 months ago
Solo Learn ⭐ 1,318
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
total releases 1most recent commit 3 months ago
Vitpose ⭐ 950
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [Arxiv'22] "ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation"
most recent commit 6 months ago
Videomae ⭐ 864
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
most recent commit a year ago
Cvpods ⭐ 615
All-in-one Toolbox for Computer Vision Research.
most recent commit a year ago
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1most recent commit 3 months ago
Lemniscate.pytorch ⭐ 467
Unsupervised Feature Learning via Non-parametric Instance Discrimination
most recent commit 4 years ago
Pytorch Dense Correspondence ⭐ 460
Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"
most recent commit 3 years ago
Openstl ⭐ 450
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
most recent commit 4 months ago
Manydepth ⭐ 440
[CVPR 2021] Self-supervised depth estimation from short sequences
most recent commit 2 years ago
Self Supervised Depth Completion ⭐ 418
ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"
most recent commit 3 years ago
Declutr ⭐ 349
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
most recent commit a year ago
Knn Vc ⭐ 316
Voice Conversion With Just Nearest Neighbors
most recent commit 5 months ago
Scenerf ⭐ 284
[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"
most recent commit 5 months ago
Pase ⭐ 265
Problem Agnostic Speech Encoder
most recent commit 4 years ago
Libauc ⭐ 262
LibAUC: A Deep Learning Library for X-Risk Optimization
total releases 33most recent commit 3 months ago
Graphmae ⭐ 253
GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22
most recent commit a year ago
Dsmil Wsi ⭐ 224
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
most recent commit 10 months ago
Contrastivecrop ⭐ 202
[CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning
most recent commit 2 years ago
Tadaconv ⭐ 177
[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.
most recent commit 8 months ago
The 2 Most Depended On Python Pytorch Self Supervised Learning Open Source Projects
Byol Pytorch ⭐ 1,630
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 28latest release November 16, 2023most recent commit 5 months agopypi byol-pytorch} Downloads
Contrastive Learner ⭐ 39
A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network
dependent packages 1total releases 10latest release March 12, 2021most recent commit 3 years agopypi contrastive-learner} Downloads
The 10 Latest Releases In Python Pytorch Self Supervised Learning Open Source Projects
Byol Pytorch ⭐ 1,630
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 28latest release November 16, 2023most recent commit 5 months agopypi byol-pytorch} Downloads
Easycv ⭐ 1,614
An all-in-one toolkit for computer vision
total releases 19latest release November 15, 2023most recent commit 3 months ago
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1latest release December 22, 2022most recent commit 3 months ago
Lamda Ssl ⭐ 130
30 Semi-Supervised Learning Algorithms
total releases 9latest release October 11, 2022most recent commit 10 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
Libauc ⭐ 262
LibAUC: A Deep Learning Library for X-Risk Optimization
total releases 33latest release July 31, 2022most recent commit 3 months ago
Contrastive Learner ⭐ 39
A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network
dependent packages 1total releases 10latest release March 12, 2021most recent commit 3 years agopypi contrastive-learner} Downloads
Popular Programming Languages Categories
Python
Javascript
Java
Typescript
C Plus Plus
Php
Golang
C
C Sharp
Shell
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.