🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
☆397Aug 30, 2020Updated 5 years ago
Alternatives and similar repositories for torchsat
Users that are interested in torchsat are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning☆3,873Jul 14, 2022Updated 3 years ago
- CosmiQ Works Geospatial Machine Learning Analysis Toolkit☆440Oct 21, 2025Updated 5 months ago
- An open source library and framework for deep learning on satellite and aerial imagery.☆2,210Sep 29, 2025Updated 6 months ago
- A curated list of resources focused on Machine Learning in Geospatial Data Science.☆695Jun 21, 2018Updated 7 years ago
- Earth observation processing framework for machine learning in Python☆1,224Jan 15, 2026Updated 2 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Techniques for deep learning with satellite & aerial imagery☆10,058Mar 21, 2026Updated last week
- Collection of TensorFlow 2.0 code for Earth Observation applications☆94Nov 23, 2022Updated 3 years ago
- A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery☆1,325Feb 1, 2026Updated last month
- Deep networks for Earth Observation☆483Oct 23, 2019Updated 6 years ago
- Data Preparation for Satellite Machine Learning☆472Oct 3, 2023Updated 2 years ago
- Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds☆2,051Aug 27, 2020Updated 5 years ago
- Examples of using Raster Vision on open datasets☆174Jul 3, 2020Updated 5 years ago
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆3,933Updated this week
- PyTorch implementation of popular datasets and models in remote sensing☆408May 7, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Geospatial ML Model Catalog Spec☆52Feb 15, 2022Updated 4 years ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆81Mar 24, 2023Updated 3 years ago
- Deep learning docker files and docker images for geospatial anaysis.☆36Feb 18, 2019Updated 7 years ago
- framework for large-scale SAR satellite data processing☆591Updated this week
- Open solution to the Mapping Challenge☆388Mar 22, 2021Updated 5 years ago
- We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in dense…☆99Feb 3, 2022Updated 4 years ago
- A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detecti…☆2,157Mar 14, 2026Updated 2 weeks ago
- Urban change model designed to identify changes across 2 timestamps☆61Sep 7, 2023Updated 2 years ago
- Change Detection with Google Earth Engine Imagery☆139Mar 23, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Implementing a remote sensing object detector using Tensorflow object detection API☆21Jul 31, 2019Updated 6 years ago
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆195Jun 17, 2021Updated 4 years ago
- Sentinel Hub Cloud Detector for Sentinel-2 images in Python☆483Jan 15, 2026Updated 2 months ago
- curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data☆577Feb 20, 2025Updated last year
- Repository for SEN12MS related codes and utilities☆127Jul 25, 2024Updated last year
- Rapid satellite imagery object detection☆223May 8, 2020Updated 5 years ago
- Satellite Image Classification using semantic segmentation methods in deep learning☆317Mar 24, 2023Updated 3 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆68May 29, 2020Updated 5 years ago
- Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification☆167Jul 25, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆109Nov 22, 2022Updated 3 years ago
- Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge☆173Jul 27, 2020Updated 5 years ago
- Sample scripts and notebooks on processing satellite imagery Python Geospatial raster☆204May 3, 2025Updated 10 months ago
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆77May 30, 2023Updated 2 years ago
- GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale☆514Oct 22, 2023Updated 2 years ago
- A python package that extends Google Earth Engine.☆446Jan 11, 2026Updated 2 months ago
- A ready-to-use curated list of Spectral Indices for Remote Sensing applications.☆1,088Jan 14, 2026Updated 2 months ago