microsoft / torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
☆3,219Updated this week
Alternatives and similar repositories for torchgeo:
Users that are interested in torchgeo are comparing it to the libraries listed below
- Techniques for deep learning with satellite & aerial imagery☆9,015Updated 3 months ago
- An open source library and framework for deep learning on satellite and aerial imagery.☆2,113Updated 2 weeks ago
- A Python package for segmenting geospatial data with the Segment Anything Model (SAM)☆3,178Updated this week
- Datasets for deep learning with satellite & aerial imagery☆769Updated 2 months ago
- A ready-to-use curated list of Spectral Indices for Remote Sensing applications.☆931Updated 2 months ago
- 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning☆3,707Updated 2 years ago
- ☆1,110Updated last week
- Earth observation processing framework for machine learning in Python☆1,153Updated 4 months ago
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.☆339Updated 10 months ago
- A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery☆1,245Updated 4 months ago
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.☆340Updated 11 months ago
- A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index☆547Updated this week
- A curated list of resources focused on Machine Learning in Geospatial Data Science.☆616Updated 6 years ago
- The Clay Foundation Model - An open source AI model and interface for Earth☆412Updated 2 weeks ago
- PyTorch implementation of popular datasets and models in remote sensing☆376Updated last year
- GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale☆493Updated last year
- Download and process satellite imagery in Python using Sentinel Hub services.☆830Updated 3 months ago
- A curated list of Google Earth Engine resources☆1,018Updated 9 months ago
- Worldwide building footprints derived from satellite imagery☆1,484Updated 2 weeks ago
- A collection of Python packages for geospatial analysis with binder-ready notebook examples☆767Updated 7 months ago
- An advanced geospatial data analysis platform☆989Updated last week
- EuroSAT: Land Use and Land Cover Classification with Sentinel-2☆425Updated last year
- A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.☆371Updated last week
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆264Updated 2 weeks ago
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆271Updated 4 months ago
- A Python package for interactive geospatial analysis and visualization with Google Earth Engine.☆3,574Updated this week
- Rasterio reads and writes geospatial raster datasets☆2,311Updated this week
- a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs). https://ibm.github.io/terratorch/☆255Updated this week
- Community Datasets added by users and made available for use at large☆846Updated this week
- A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping☆1,411Updated 3 years ago