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code

contrastiveseg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

cp2

d2l-pytorch-kk

d2l-zh-pytorch-colab

Automatically Generated d2l-zh PyTorch Notebooks for Colab

dcnet

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

densecl

Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.

dino

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

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

git_test

hcsc

[CVPR 2022] PyTorch implementation of Hierarchical Contrastive Selective Coding (HCSC) (https://arxiv.org/abs/2202.00455)

hrnet-ocr

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

instdisc

Unsupervised Feature Learning via Non-parametric Instance Discrimination

internimage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

invaspread

Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature

kaggle

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mmsegdc

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

moco_v3

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

models

Models and examples built with TensorFlow

ocnet

Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!

openseg.pytorch

The official Pytorch implementation of OCNet series and SegFix.

psa

This is an official implementation of "Polarized Self-Attention: Towards High-quality Pixel-wise Regression"

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

recurrent

regioncontrast

Region-aware Contrastive Learning for Semantic Segmentation, ICCV 2021