Datasets for deep learning with satellite & aerial imagery
☆1,099Mar 7, 2026Updated 2 weeks ago
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☆10,058Updated this week
- 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning☆3,873Jul 14, 2022Updated 3 years ago
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.☆363Mar 30, 2024Updated last year
- Software for working with satellite & aerial imagery ML datasets☆153Mar 7, 2026Updated 2 weeks ago
- ☆1,735Mar 13, 2026Updated last week
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆3,928Mar 18, 2026Updated last week
- Annotation of datasets for deep learning applied to satellite and aerial imagery☆58Feb 3, 2026Updated last month
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆313Sep 6, 2025Updated 6 months ago
- Training and deployment of deep learning models for satellite & aerial imagery☆68Feb 21, 2026Updated last month
- ☆267Sep 24, 2025Updated 6 months ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆288Apr 20, 2024Updated last year
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆178Nov 21, 2023Updated 2 years ago
- A Python package for segmenting geospatial data with the Segment Anything Model (SAM)☆3,921Mar 18, 2026Updated last week
- The WorldStrat Dataset☆278Mar 2, 2024Updated 2 years ago
- Awesome-Remote-Sensing-Vision-Language-Models☆192Apr 27, 2024Updated last year
- ☆42Jun 29, 2024Updated last year
- A ready-to-use curated list of Spectral Indices for Remote Sensing applications.☆1,088Jan 14, 2026Updated 2 months ago
- This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution…☆345Apr 10, 2025Updated 11 months ago
- ☆186Oct 16, 2025Updated 5 months ago
- A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detecti…☆2,150Mar 14, 2026Updated last week
- A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery☆1,325Feb 1, 2026Updated last month
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆177Jun 28, 2025Updated 8 months ago
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆756Mar 18, 2026Updated last week
- Earth observation tools for Meta AI Segment Anything☆442Feb 5, 2025Updated last year
- ☆155Aug 8, 2025Updated 7 months ago
- The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"☆379Aug 5, 2024Updated last year
- Optical and SAR pairing dataset☆151Jul 30, 2021Updated 4 years ago
- ☆76Nov 1, 2023Updated 2 years ago
- RS5M: a large-scale vision language dataset for remote sensing [TGRS]☆301Mar 17, 2025Updated last year
- 🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)☆526Jun 27, 2024Updated last year
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆64Mar 17, 2026Updated last week
- ☆334Dec 5, 2024Updated last year
- Collection of Remote Sensing Vision-Language Models☆142May 13, 2024Updated last year
- Python library for working with any SpatioTemporal Asset Catalog (STAC)☆437Updated this week
- An open source library and framework for deep learning on satellite and aerial imagery.☆2,209Sep 29, 2025Updated 5 months ago
- ☆15Apr 2, 2024Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆63Jan 6, 2026Updated 2 months ago
- Community Datasets added by users and made available for use at large☆1,117Updated this week
- Multimodal Large Language Models for Remote Sensing (RS-MLLMs): A Survey☆376Jan 12, 2026Updated 2 months ago