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awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

bert-pytorch

Google AI 2018 BERT pytorch implementation

caa

Channelized Axial Attention for Semantic Segmentation (AAAI-2022)

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

ddrnet.pytorch

This is the unofficial code of Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes. which achieve state-of-the-art trade-off between accuracy and speed on cityscapes and camvid, without using inference acceleration and extra data

ext_portrait_segmentation

external-attention-pytorch

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

fast_seg

This repo provides :zap: fast:zap: semantic segmentation models on CityScapes/Camvid DataSet by Pytorch

fbsnet

Real-time Semantic Segmentation

fsfnet

gald-dgcnet

Source code and models GALD net (BMVC-2019)and Dual-Seg Net (BMVC-2019)

hiformer

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation (WACV 2023)

learned-image-compression-with-gmm-and-attention

Repository of the paper "Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules"

letnet

This repository is an official PyTorch implementation of our paper 'LETNet_Lightweight-Real-time-Semantic-Segmentation-Network-with-Efficient-Transformer-and-CNN' (2023 TITS)

low-resolution-face-recognition

lvit

[IEEE Transactions on Medical Imaging/TMI] This repo is the official implementation of "LViT: Language meets Vision Transformer in Medical Image Segmentation"

maskga_net

Learning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation (MICCAI2021)

ml-cvnets

CVNets: A library for training computer vision networks

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

mri-segmentation-transformer

paddle-contextprior

用Paddle复现Context Prior for Scene Segmentation论文

paddleseg

End-to-end image segmentation kit based on PaddlePaddle.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

semantic-segmentation

SOTA Semantic Segmentation Models in PyTorch

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset