Trending repositories for topic remote-sensing

Techniques for deep learning with satellite & aerial imagery

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

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.

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

Long list of geospatial tools and resources

Datasets for deep learning with satellite & aerial imagery

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

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

:globe_with_meridians: List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

SuperYOLO is accepted by TGRS

InSAR phase linking library for PS/DS processing

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

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

Yet another repository for developing and benchmarking deep learning-based change detection methods.

A python toolbox for easily searching, downloading & processing remote sensing imagery from various public sources. Includes a Sentinel-1 InSAR processor.

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

MintPy tutorials in Jupyter Notebook

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

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 python toolbox for easily searching, downloading & processing remote sensing imagery from various public sources. Includes a Sentinel-1 InSAR processor.

InSAR phase linking library for PS/DS processing

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

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

Yet another repository for developing and benchmarking deep learning-based change detection methods.

Remotes Sensing Semantic Segmentation

MintPy tutorials in Jupyter Notebook

SuperYOLO is accepted by TGRS

Datasets for deep learning with satellite & aerial imagery

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

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

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

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

LiCSBAS: InSAR time series analysis package using LiCSAR products

:globe_with_meridians: List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

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

Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb

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

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

Techniques for deep learning with satellite & aerial imagery

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

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

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

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

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

Python Library for NASA Earthdata APIs

Long list of geospatial tools and resources

Datasets for deep learning with satellite & aerial imagery

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

A curated list of Google Earth Engine resources

InSAR phase linking library for PS/DS processing

SuperYOLO is accepted by TGRS

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

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

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

Miami InSAR time-series software in Python

:globe_with_meridians: List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

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

InSAR phase linking library for PS/DS processing

[TIP 2022] Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images

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

A python toolbox for easily searching, downloading & processing remote sensing imagery from various public sources. Includes a Sentinel-1 InSAR processor.

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

Code and data for Kuro Siwo flood mapping dataset

Python Library for NASA Earthdata APIs

Evapotranspiration (ET) models for use in python and with integration into Google Earth Engine

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

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 collection of some awesome public object detection and recognition datasets.

Remotes Sensing Semantic Segmentation

Datasets for deep learning with satellite & aerial imagery

Search, composite, and download Google Earth Engine imagery.

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

Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models

MintPy tutorials in Jupyter Notebook

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

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

Techniques for deep learning with satellite & aerial imagery

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

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

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.

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

Datasets for deep learning with satellite & aerial imagery

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

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

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

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

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

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

SuperYOLO is accepted by TGRS

Miami InSAR time-series software in Python

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

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

A collection of Python packages for geospatial analysis with binder-ready notebook examples

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

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

A python toolbox for easily searching, downloading & processing remote sensing imagery from various public sources. Includes a Sentinel-1 InSAR processor.

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

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

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

InSAR phase linking library for PS/DS processing

Collections for hyperspectral image clustering

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

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

A collection of some awesome public object detection and recognition datasets.

This code is for the paper "Local Window Attention Transformer for Polarimetric SAR Image Classification" that is published in the IEEE Geoscience and Remote Sensing Letters journal.

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

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

📚 Biblioteca Python para realizar a busca e processamento de imagens dos satélites CBERS-04A e AMAZONIA-1 🛰️ 🇧🇷

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

An introduction to script-based satellite image processing using Python

🛰️ 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

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

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

[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"

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

Expandable Datasets for Earth Observation

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"

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

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"

Official Code of the paper "Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing"

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

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

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

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

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

Techniques for deep learning with satellite & aerial imagery

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

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

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

Python Library for NASA Earthdata APIs

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

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

A curated list of Google Earth Engine resources

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

SuperYOLO is accepted by TGRS

PyGMTSAR (Python InSAR): Powerful and Accessible Satellite Interferometry

[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

[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 simple Python wrapper for SNAPHU

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

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

Download data from the Copernicus Data Space Ecosystem (CDSE)

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

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

Collections for hyperspectral image clustering

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

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

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

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

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

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遥感影像语义分割

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