Repositories list

• Land2Sent

  Public
  00 forks•11 star•00 issues•00 pull requests•Updated Feb 3, 2026Feb 3, 2026

• .github

  Public

  RSandAI/.github’s past year of commit activity
  00 forks•00 stars•00 issues•00 pull requests•Updated Aug 12, 2025Aug 12, 2025

• Efficient-YOLO-RS-Airplane-Detection

  Public
  Repository supports the article "Exploring YOLOv8 and YOLOv9 for Efficient Airplane Detection in VHR Remote Sensing Imagery" providing weights and evaluation me…

  remote-sensingobject-detectiontransfer-learning+ 3

  remote-sensingobject-detectiontransfer-learningyolov8airplane-detectionyolov9

  11 fork•88 stars•00 issues•00 pull requests•Updated Aug 10, 2025Aug 10, 2025

• Forest-Biophysical-Parameter-Estimation

  Public

  RSandAI/Forest-Biophysical-Parameter-Estimation’s past year of commit activity
  00 forks•00 stars•00 issues•00 pull requests•Updated Jul 9, 2025Jul 9, 2025

• VHRTreeSpecies

  Public
  A benchmark dataset for deep learning and transformer based tree species classification: VHRTreeSpecies

  deep-learningclassificationtree-species+ 1

  deep-learningclassificationtree-speciesforest-stand-type

  11 fork•44 stars•11 issue•00 pull requests•Updated Jun 28, 2025Jun 28, 2025

• HRPlanes

  Public

  RSandAI/HRPlanes’s past year of commit activity
  A benchmark dataset for deep learning-based airplane detection: HRPlanes

  deep-learningyolofaster-rcnn+ 2

  deep-learningyolofaster-rcnngoogle-earthairplane-detection

  Jupyter Notebook

  •55 forks•33 stars•00 issues•00 pull requests•Updated Mar 29, 2025Mar 29, 2025

• VHRTrees

  Public
  A benchmark dataset for deep learning-based tree detection: VHRTrees

  deep-learningartificial-intelligenceforest-management+ 7

  deep-learningartificial-intelligenceforest-managementoptical-satellite-datayolov5tree-detectionyolov7yolov8yolov9google-earth-imagery

  44 forks•2727 stars•44 issues•00 pull requests•Updated Feb 27, 2025Feb 27, 2025

• HistRoadSegformer

  Public
  Official implementation of "Automatic Road Extraction from Historical Maps Using Transformer-Based SegFormers".

  transformersremote-sensingroad-segmentation+ 1

  transformersremote-sensingroad-segmentationsegformer

  Jupyter Notebook

  •00 forks•66 stars•00 issues•00 pull requests•Updated Dec 23, 2024Dec 23, 2024

• HexaLCSeg

  Public
  A Historical Benchmark Dataset from Hexagon Satellite Images for Land Cover Segmentation

  11 fork•33 stars•00 issues•00 pull requests•Updated Sep 25, 2024Sep 25, 2024

• HRPlanes-HighResolution-Planes-Benchmark-Dataset

  Public

  RSandAI/HRPlanes-HighResolution-Planes-Benchmark-Dataset’s past year of commit activity
  High Resolution Planes Benchmark Dataset-HRPlanes. This repo contains weights of YOLOv4 and Faster R-CNN networks trained with HRPlanes dataset. YOLOv4 training…

  55 forks•11 star•00 issues•00 pull requests•Updated Feb 23, 2024Feb 23, 2024

• PanColorGAN-VHR-Satellite-Images

  Public
  Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. Pretrained Weights and GAN training parts of the code can be found in t…

  Jupyter Notebook

  •11 fork•22 stars•00 issues•00 pull requests•Updated Feb 22, 2024Feb 22, 2024

• PanColorGAN

  Public
  Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs.

  Jupyter Notebook

  •11 fork•11 star•00 issues•00 pull requests•Updated Feb 22, 2024Feb 22, 2024

• DL-LULC-Mapping

  Public
  Land Use / Land Cover Mappings Using Deep Learning Methods

  Jupyter Notebook

  •11 fork•33 stars•11 issue•00 pull requests•Updated Jan 15, 2024Jan 15, 2024

• aitlas

  Public
  AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

  Python

  •

  Apache License 2.0

  •4040 forks•00 stars•00 issues•00 pull requests•Updated Mar 6, 2023Mar 6, 2023

• LULCMapping-WV3images-CORINE-DLMethods

  Public
  Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •55 forks•66 stars•00 issues•00 pull requests•Updated Sep 16, 2022Sep 16, 2022

• DL-based-road-extraction-from-historical-maps

  Public
  This repository contains the code, test patches and weights for the paper [Deep Learning based road extraction from historical maps]

  Jupyter Notebook

  •

  Apache License 2.0

  •11 fork•66 stars•00 issues•00 pull requests•Updated Aug 21, 2022Aug 21, 2022

• VHRShips

  Public
  This study focuses on all stages of ship classification in the optical satellite images. The proposed “Hierarchical Design (HieD)” approach, which is based on d…

  MATLAB

  •

  MIT License

  •33 forks•00 stars•00 issues•00 pull requests•Updated Aug 11, 2022Aug 11, 2022

• Istanbul-Building-Dataset-Benchmark-Building-Extraction-Dataset-and-DL-Models

  Public
  This repo contains weights of Unet++ model with SE-ResNeXt101 encoder trained with Istanbul, Inria and Massachusetts datasets seperately. Trainings have been re…

  Jupyter Notebook

  •44 forks•33 stars•00 issues•00 pull requests•Updated Jun 21, 2022Jun 21, 2022

• sewar

  Public
  All image quality metrics you need in one package.

  Python

  •

  MIT License

  •7171 forks•00 stars•00 issues•00 pull requests•Updated Apr 25, 2022Apr 25, 2022

• Automatic-Road-Extraction-from-Historical-Maps-using-Deep-Learning-Techniques

  Public
  This repository contains code for the paper "Automatic Road Extraction from Historical Maps using Deep Learning Techniques: A Regional Case Study of Turkey in a…

  Jupyter Notebook

  •22 forks•22 stars•00 issues•00 pull requests•Updated Apr 7, 2022Apr 7, 2022

• MTL-Based-DL-Framework-for-Building-Footprint-Segmentation

  Public
  This repository contains the code for the paper "A MULTI-TASK DEEP LEARNING FRAMEWORK FOR BUILDING FOOTPRINT SEGMENTATION"

  Jupyter Notebook

  •55 forks•99 stars•00 issues•00 pull requests•Updated Feb 21, 2022Feb 21, 2022