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afma

aspn

Adversarial Spatial Pyramid Network for Remote Sensing Road Detection

ce-net

The manuscript has been accepted in TMI.

coanet

CoANet: Connectivity Attention Network for Road Extraction From Satellite Imagery

d2l-pytorch-slides

Automatically Generated Notebook Slides

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deformablelka

[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

dlcv_for_beginners

《深度学习与计算机视觉》配套代码

dscnet

Pytorch Implement of Dynamic Snake Convolution (ICCV2023)

factseg

[TGRS 2021] FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery

fctl

[ICCV 2021] "From Contexts to Locality: Ultra-high Resolution Image Segmentation via Locality-aware Contextual Correlation" by Qi Li, Weixiang Yang, Wenxi Liu, Yuanlong Yu, Shengfeng He

freecos

FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation (ICCV2023)

gomapinfer

hcfnet

isdnet

loveda

[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

mfvnet

This repo is the official implementation of "MFVNet: Deep Adaptive Fusion Network with Multiple Field-of-Views for Remote Sensing Image Semantic Segmentation".

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

oarenet

open code for "Occlusion-aware road extraction network for high-resolution remote sensing imagery"

open-solution-mapping-challenge

Open solution to the Mapping Challenge :earth_americas:

pairwise_segmentation

This code is an implementation of "Pairwise Semantic Segmentation via Conjugate Fully Convolutional network" published at MICCAI 2019, and its journal version published at MedIA 2021.

plgan-for-power-line-segmentation

Generative Adversarial Networks for Power-Line Segmentation in Aerial Images

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

rcfsnet

Road extraction from satellite imagery

relationformer

rngdetplusplus

Official repo of paper RNGDet++: Road Network Graph Detection by Transformer with Instance Segmentation and Multi-scale Features Enhancement

road-extraction

A multi-stage road extraction method for surface and centerline detection

roadda

roadnet

RoadNet: A Multi-task Benchmark Dataset for Road Detection, TGRS.