Datasets for deep learning with satellite & aerial imagery
☆1,221Nov 7, 2026Updated this week
Alternatives and similar repositories for datasets
Users that are interested in datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Techniques for deep learning with satellite & aerial imagery☆10,300Updated this week
- 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning☆3,921Jul 14, 2022Updated 4 years ago
- ☆1,974May 7, 2026Updated 6 months ago
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.☆364Mar 30, 2024Updated 2 years ago
- Software for working with satellite & aerial imagery ML datasets☆162Oct 31, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆4,237Updated this week
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆326Sep 6, 2025Updated last year
- Annotation of datasets for deep learning applied to satellite and aerial imagery☆64Oct 26, 2026Updated last week
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆302Apr 20, 2024Updated 2 years ago
- ☆287Mar 27, 2026Updated 7 months ago
- Training and deployment of deep learning models for satellite & aerial imagery☆74Oct 31, 2026Updated last week
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆878Updated this week
- A Python package for segmenting geospatial data with the Segment Anything Model (SAM)☆4,201Updated this week
- A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detecti…☆2,371Sep 9, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The WorldStrat Dataset☆289Mar 2, 2024Updated 2 years ago
- ☆349Mar 23, 2026Updated 7 months ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆190Nov 21, 2023Updated 2 years ago
- ☆219Oct 16, 2025Updated last year
- A ready-to-use curated list of Spectral Indices for Remote Sensing applications.☆1,202Nov 1, 2026Updated last week
- A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery☆1,390May 13, 2026Updated 5 months ago
- This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution…☆372Apr 10, 2025Updated last year
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆218Jul 22, 2026Updated 3 months ago
- Earth observation tools for Meta AI Segment Anything☆447Feb 5, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆80Nov 1, 2023Updated 3 years ago
- Community Datasets added by users and made available for use at large☆1,247Updated this week
- This repository provides a comprehensive list of radar and optical satellite datasets curated for ship detection, classification, semanti…☆609Jan 18, 2025Updated last year
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆77Oct 26, 2026Updated last week
- [NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation☆582Aug 29, 2026Updated 2 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆287Jun 10, 2026Updated 4 months ago
- RS5M: a large-scale vision language dataset for remote sensing [TGRS]☆322Mar 17, 2025Updated last year
- The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"☆253Aug 4, 2025Updated last year
- 🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)☆603Jun 27, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Towards Robust Evaluation for Geospatial Foundation Models☆291Jul 17, 2025Updated last year
- A curated list of awesome vision and language resources for earth observation.☆260Mar 23, 2025Updated last year
- A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index☆669Sep 16, 2026Updated last month
- [CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing☆758Nov 28, 2024Updated last year
- Awesome-Remote-Sensing-Vision-Language-Models☆196Apr 27, 2024Updated 2 years ago
- Optical and SAR pairing dataset☆158Jul 30, 2021Updated 5 years ago
- Worldwide building footprints derived from satellite imagery☆1,981Aug 14, 2026Updated 2 months ago