Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch
☆264Feb 2, 2021Updated 5 years ago
Alternatives and similar repositories for pixel-level-contrastive-learning
Users that are interested in pixel-level-contrastive-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021☆360Oct 24, 2021Updated 4 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,876Jul 15, 2024Updated last year
- Pixel Propagation for unsupervised visual representation learning☆11Feb 16, 2021Updated 5 years ago
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.☆566Dec 26, 2023Updated 2 years ago
- PyTorch implementation of Contrastive Learning methods☆1,995Oct 4, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]☆413Jun 14, 2022Updated 3 years ago
- Another attempt at a long-context / efficient transformer by me☆38Apr 11, 2022Updated 3 years ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,532Nov 18, 2020Updated 5 years ago
- Unofficial implement of CLSA(Contrastive Learning with Stronger Augmentations) with minimum modifications on official moco's code☆32Dec 1, 2020Updated 5 years ago
- PyTorch Implementation of Region Similarity Representation Learning (ReSim)☆89Jul 27, 2021Updated 4 years ago
- ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation☆689Oct 13, 2022Updated 3 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,294Mar 3, 2024Updated 2 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,297Jun 25, 2023Updated 2 years ago
- Self-Supervised Semantic Segmentation using BYOL(Bootstrap your own Latent) and fine tuning using FCN8s(Fully Convolutional Network)☆27Jul 4, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Oct 2, 2021Updated 4 years ago
- SegSort: Segmentation by Discriminative Sorting of Segments☆157Aug 31, 2021Updated 4 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆831Jul 14, 2022Updated 3 years ago
- SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning https://arxiv.org/abs/2…☆11Jun 24, 2022Updated 3 years ago
- (ICCV 2021 Oral) Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.☆64Oct 12, 2021Updated 4 years ago
- A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]☆290Apr 6, 2021Updated 4 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆545Apr 13, 2022Updated 3 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆504Jun 9, 2022Updated 3 years ago
- A simple consistency training framework for semi-supervised image semantic segmentation☆172Jul 30, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of momentum^2 teacher☆121Jan 27, 2021Updated 5 years ago
- A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.☆77Apr 21, 2021Updated 4 years ago
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".☆668May 13, 2021Updated 4 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,230Jan 26, 2023Updated 3 years ago
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Jul 7, 2022Updated 3 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,120Feb 3, 2026Updated last month
- EsViT: Efficient self-supervised Vision Transformers☆413Aug 28, 2023Updated 2 years ago
- ☆110Sep 15, 2021Updated 4 years ago
- The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].☆170May 26, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,334Nov 10, 2020Updated 5 years ago
- Semi-supervised semantic segmentation needs strong, varied perturbations☆165Jan 26, 2022Updated 4 years ago
- (TPAMI2022) The ImageNet-S benchmark/method for large-scale unsupervised/semi-supervised semantic segmentation.☆186Sep 24, 2023Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,091Apr 13, 2023Updated 2 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,418Dec 26, 2023Updated 2 years ago
- Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).☆410Oct 17, 2022Updated 3 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆546Jul 25, 2024Updated last year