Trending repositories for topic remote-sensing

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Datasets for deep learning with satellite & aerial imagery

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

Techniques for deep learning with satellite & aerial imagery

Long list of geospatial tools and resources

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

List of datasets, codes, and contests related to remote sensing change detection

🦕 [AAAI'25] Official Code for “Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community"

The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

SuperYOLO is accepted by TGRS

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Officiel implementation of the paper "FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery"

[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024

Expandable Datasets for Earth Observation

🦕 [AAAI'25] Official Code for “Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community"

Officiel implementation of the paper "FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery"

[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch

The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

Datasets for deep learning with satellite & aerial imagery

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024

Expandable Datasets for Earth Observation

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

SuperYOLO is accepted by TGRS

Remote Sensing Sar-Optical Land-use Classfication Pytorch Pytorch高分辨率遥感语义分割/地物分割/地物分类

A curated list of awesome vision and language resources for earth observation.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.

Overview of Digital Elevation Model (DEM) datasets

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

List of datasets, codes, and contests related to remote sensing change detection

Techniques for deep learning with satellite & aerial imagery

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

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

Long list of geospatial tools and resources

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

Global shoreline mapping tool from satellite imagery

Datasets for deep learning with satellite & aerial imagery

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

Code and data for Kuro Siwo flood mapping dataset

[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch

Expandable Datasets for Earth Observation

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

SuperYOLO is accepted by TGRS

An advanced geospatial data analysis platform

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

🦕 [AAAI'25] Official Code for “Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community"

Code and data for Kuro Siwo flood mapping dataset

[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch

🦕 [AAAI'25] Official Code for “Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community"

Officiel implementation of the paper "FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery"

[NeurIPS 2023] Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator

Open-source research software for InSAR time series analysis

[ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"

Expandable Datasets for Earth Observation

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

PyGMI - Python Geophysical Modelling and Interpretation

This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.

The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

Global shoreline mapping tool from satellite imagery

Datasets for deep learning with satellite & aerial imagery

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

A curated list of awesome resources for generic object detection in aerial images.

SuperYOLO is accepted by TGRS

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Techniques for deep learning with satellite & aerial imagery

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

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

Long list of geospatial tools and resources

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Datasets for deep learning with satellite & aerial imagery

List of datasets, codes, and contests related to remote sensing change detection

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

An open source library and framework for deep learning on satellite and aerial imagery.

SuperYOLO is accepted by TGRS

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

Open-source research software for InSAR time series analysis

A Survey on Vision-Language Geo-Foundation Models (VLGFMs)

Global shoreline mapping tool from satellite imagery

Expandable Datasets for Earth Observation

Open-source research software for InSAR time series analysis

[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch

Officiel implementation of the paper "FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery"

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Code and data for Kuro Siwo flood mapping dataset

🦕 [AAAI'25] Official Code for “Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community"

A personal pytorch-based implement of HybridSN by Jupyter Notebook

A Survey on Vision-Language Geo-Foundation Models (VLGFMs)

The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning"

The semantic segmentation of remote sensing images

A curated list of awesome resources for generic object detection in aerial images.

Expandable Datasets for Earth Observation

No description

InSAR phase linking library for creating surface displacement maps using persistent scatterer (PS) and distributed scatterer (DS) processing

Building Extraction from remote sensing image using Vision Transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

[IGARSS 2024] Segment Change Model (SCM) for Unsupervised Change detection in VHR Remote Sensing Images: a Case Study of Buildings

🎮 A Benchmark and Awesome Collection of Methods for Remote Sensing Image-Text Retrieval (RSITR)｜ Remote Sensing Cross-Model Retrieval (RSCMR) | Remote Sensing Vision-Lanuage Models (RSVLMs)

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

Expandable Datasets for Earth Observation

Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024

A Survey on Vision-Language Geo-Foundation Models (VLGFMs)

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

Official PyTorch implementation and benchmark dataset for IGARSS 2024 ORAL paper: "Composed Image Retrieval for Remote Sensing"

This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning"

[IEEE GRSL] The official implementation of UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images on PyTorch

Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

The official repo for [IJCAI'24] "LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation"

[NIPS'23] Official Code of the paper "Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing"

[ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"

🦕 [AAAI'25] Official Code for “Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community"

Open-source research software for InSAR time series analysis

[RSE 2024] 🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️

Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024

Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing imagery.

Techniques for deep learning with satellite & aerial imagery

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

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

Long list of geospatial tools and resources

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

List of datasets, codes, and contests related to remote sensing change detection

Datasets for deep learning with satellite & aerial imagery

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

Python Library for NASA Earthdata APIs

A curated list of Google Earth Engine resources

Community Datasets added by users and made available for use at large

The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

SuperYOLO is accepted by TGRS

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

Lexcube: 3D Data Cube Visualization in Jupyter Notebooks

[IGARSS 2024] Segment Change Model (SCM) for Unsupervised Change detection in VHR Remote Sensing Images: a Case Study of Buildings

Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

A Survey on Vision-Language Geo-Foundation Models (VLGFMs)

[ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

Coastal Observation + Analysis using Satellite-derived Timeseries, Generated Using AI + Real-time Data

Code and data for Kuro Siwo flood mapping dataset

Collections for hyperspectral image clustering

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

Geo3D (Geology 3D): Powerful and Accessible 3D Inversion

Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.

[ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"

[ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

RS5M: a large-scale vision language dataset for remote sensing [TGRS]

🎮 A Benchmark and Awesome Collection of Methods for Remote Sensing Image-Text Retrieval (RSITR)｜ Remote Sensing Cross-Model Retrieval (RSCMR) | Remote Sensing Vision-Lanuage Models (RSVLMs)

A simple Python wrapper for SNAPHU

[NeurIPS 2023] Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator