RSrscoder

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

pretrained-models.pytorch

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

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.

gdal

GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.

make-sense

Free to use online tool for labelling photos. https://makesense.ai

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

Smart_Construction

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

Safety-Helmet-Wearing-Dataset

Safety helmet wearing detect dataset, with pretrained model

deeplabv3-plus-pytorch

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

SegmenTron

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

deep-learning-frameworks

Installation support for Deep Learning Frameworks for the ArcGIS System

Remote-Sensing-RVSA

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

Polygonization-by-Frame-Field-Learning

This repository contains the code for our fast polygonal building extraction from overhead images pipeline.

luojianet

PaddleRS

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Mask-ShadowGAN

ICCV 2019

Road-Extraction

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

meta-learning-CODEBRIM

Open-source code for our CVPR19 paper "Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset".

U-Net-Satellite

Road Detection from satellite images using U-Net.

G2R-ShadowNet

CVPR2021 From Shadow Generation to Shadow Removal

CBRNet

A Coarse-to-fine Boundary Refinement Network for Building Extraction from Remote Sensing Imagery

PyTorch_DeepLab

Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.

LG-ShadowNet

Shadow Removal by a Lightness-Guided Network with Training on Unpaired Data

C3Net-for-building-extraction

CFENet

PyGdal_vector_clip_raster

Python+GDAL通过矢量裁剪遥感图像