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

• WXinlong / DenseCL
  Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
  ☆557Updated last year
• zdaxie / PixPro
  Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021
  ☆346Updated 3 years ago
• microsoft / esvit
  EsViT: Efficient self-supervised Vision Transformers
  ☆410Updated last year
• Sara-Ahmed / SiT
  Self-supervised vIsion Transformer (SiT)
  ☆327Updated 2 years ago
• lucidrains / transformer-in-transformer
  Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…
  ☆304Updated 3 years ago
• ZHKKKe / PixelSSL
  A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]
  ☆290Updated 4 years ago
• Britefury / cutmix-semisup-seg
  Semi-supervised semantic segmentation needs strong, varied perturbations
  ☆164Updated 3 years ago
• csrhddlam / axial-deeplab
  This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)
  ☆451Updated 3 years ago
• sthalles / PyTorch-BYOL
  PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
  ☆491Updated 2 years ago
• linusericsson / ssl-transfer
  Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"
  ☆183Updated last year
• lucidrains / halonet-pytorch
  Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones
  ☆198Updated 4 years ago
• yhlleo / VTs-Drloc
  [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".
  ☆141Updated 3 months ago
• mlpc-ucsd / CoaT
  (ICCV 2021 Oral) CoaT: Co-Scale Conv-Attentional Image Transformers
  ☆231Updated 3 years ago
• wvangansbeke / Unsupervised-Semantic-Segmentation
  Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
  ☆411Updated 2 years ago
• yassouali / CCT
  Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).
  ☆398Updated 2 years ago
• lorenmt / reco
  The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].
  ☆164Updated last year
• yaox12 / BYOL-PyTorch
  PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP
  ☆81Updated 4 years ago
• implus / mae_segmentation
  reproduction of semantic segmentation using masked autoencoder (mae)
  ☆161Updated 3 years ago
• SwinTransformer / Transformer-SSL
  This is an official implementation for "Self-Supervised Learning with Swin Transformers".
  ☆649Updated 3 years ago
• tfzhou / ContrastiveSeg
  ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
  ☆675Updated 2 years ago
• philipjackson / style-augmentation
  PyTorch implementation of neural style randomization for data augmentation
  ☆117Updated 4 years ago
• microsoft / vision-longformer
  ☆245Updated 3 years ago
• feipanir / IntraDA
  Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)
  ☆273Updated last year
• akwasigroch / Pretext-Invariant-Representations
  Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations
  ☆89Updated 4 years ago
• sud0301 / semisup-semseg
  ☆135Updated 3 years ago
• Meituan-AutoML / CPVT
  ☆190Updated 2 years ago
• YimingCuiCuiCui / awesome-weakly-supervised-segmentation
  ☆216Updated 4 years ago
• janghyuncho / PiCIE
  PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)
  ☆199Updated last year
• Boyiliee / MoEx
  MoEx (Moment Exchange)
  ☆141Updated 3 years ago
• MkuuWaUjinga / leopart
  ☆99Updated 2 years ago