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everyfield

Delineating agricultural field boundaries from Sentinel-2 imagery. Code from Jesse Bakker's MA thesis project, University of Minnesota Department of Geography, Environment and Society..

farmland-instance-segmentation

instance segmentation in IFLYTEK farmland challenges based on mmdetection

field-boundary-delineation

Code & trained network files of FCNs to delineate agricultural field boundaries

geoseg

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery. Also, including other vision transformer and CNN for satellite, aerial image and UAV image.

hrnet-semantic-segmentation

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

hrsid

HRSID: high resolution sar images dataset for ship detection, semantic segmentation, and instance segmentation tasks.

hsi-traditional-to-deep-models

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

iflytek2021

The Winning Solution to the Cultivated land Extraction From High-Resolution Remote Sensing Image Challenge

image_seg

A Strong Baseline for Image Semantic Segmentation

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

interview

2021秋招 计算机视觉算法岗面经整理——包含实习和校招等 内推整理

mapalignment

Aligning and Updating Cadaster Maps with Remote Sensing Images

maprepair

Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images

median-dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

ms-convstar

[RSE21] Pytorch code for hierarchical time series classification with multi-stage convolutional RNN

polygonization-by-frame-field-learning

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

polyworldpretrainednetwork

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images

prcv2021_changedetection_top3

PRCV2021变化检测竞赛第三名解决方案

pytorch-template

PyTorch deep learning projects made easy.

pytorch_segmentation

Semantic segmentation models, datasets and losses implemented in PyTorch.

radiant-earth-spot-the-crop-xl-challenge

remote-sensing-

Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.

sahi

A lightweight vision library for performing large scale object detection/ instance segmentation.

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

seg-for-fun

segmentation_shengteng2021

2021“昇腾杯”遥感影像智能处理算法大赛——语义分割赛道，冠军方案

segmetric

senseearth2020-changedetection

1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

slp-cropland-parcel-extraction

cropland-parcel extraction