HOMURAandMADOKA

DUpsampling

This repo is an pytorch implementation of CVPR2019 paper: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

Pytorch-Segmentation-multi-models

Pytorch implementation for Semantic Segmentation with multi models (Deeplabv3, Deeplabv3_plus, PSPNet, UNet, UNet_AutoEncoder, UNet_nested, R2AttUNet, AttentionUNet, RecurrentUNet,, SEGNet, CENet, DsenseASPP, RefineNet, RDFNet)

ACC-UNet

ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets

PH2-dataset

PH2 dataset

EIU-Net

STU-Net

The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up until April 2023.

EGFPNet

This is an implementation for EGFPNet.

deeplabv3-plus-pytorch

这是一个deeplabv3-plus-pytorch的源码，可以用于训练自己的模型。

NLLinkNet

Official Code for the paper ''NL-LinkNet : Toward Lighter but More Accurate Road Extraction with Non-Local Operations" (2019)

DeepGlobe-Road-Extraction-Challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

Human-Falling-Detect-Tracks-master

用yoloV3进行人的侦测，再用SPPE（Alphapose）进行骨架提取，再用连续30帧的ST-GCN进行行为识别。站立、走路、跌倒行为识别，在https://github.com/GajuuzZ/Human-Falling-Detect-Tracks的./models里面添加好了模型

ResUnet

Pytorch implementation of ResUnet and ResUnet ++

crack-dataset

rock crack and CT rock slice crack dataset semantic segmentation dataset 岩石裂缝与CT岩心裂缝语义分割数据集

TopFormer

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022

valuing-vicinity

Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Swin-Unet

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

MALUNet

(BIBM22) This is the official code repository for "MALUNet: A Muti-Attention and Light-weight UNet for Skin Lesion 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)

SegFormer

Official PyTorch implementation of SegFormer

deep-learning-for-image-processing

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

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

pytorch_triple_extraction

基于pytorch的中文三元组提取（命名实体识别+关系抽取）

people_relation_extract

结合BERT+GRU+ATT模型，对自己收集的人物关系数据进行模型训练，用于人物关系抽取。

GPLinker_torch

CMeIE/CBLUE/CHIP/实体关系抽取/SPO抽取

Distant-Supervised-Chinese-Relation-Extraction

基于远监督的中文关系抽取

OpenNRE

An Open-Source Package for Neural Relation Extraction (NRE)

Competition-BMECUP-relation-extraction-master

这是2022年生医杯中文电子病历命名实体识别与关系抽取的项目

PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.