earthpulse / pytorchEOLinks
PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.
☆49Updated 9 months ago
Alternatives and similar repositories for pytorchEO
Users that are interested in pytorchEO are comparing it to the libraries listed below
Sorting:
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆52Updated 2 years ago
- Earth observation framework for scaled-up processing in Python☆45Updated 4 months ago
- End-to-end workflow for generating high resolution cropland maps☆110Updated 3 weeks ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆58Updated 11 months ago
- Scikit-learn applied to mapping and spatial prediction☆52Updated last month
- Rapid map creation with machine learning and earth observation data.☆79Updated last year
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- Deep learning for Earth Observation☆54Updated last year
- This repository contains the classification module of the WorldCereal system.☆81Updated last week
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆61Updated 2 weeks ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- Code for running baseline models/experiments with the Fields of The World dataset☆114Updated this week
- ☆60Updated last year
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated 2 years ago
- Object-Based Image Analysis Tools for Radiative Transfer Modeling☆20Updated 2 years ago
- DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding☆48Updated 4 years ago
- ☆58Updated last year
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆85Updated 3 years ago
- ☆32Updated last year
- ☆12Updated 3 weeks ago
- OmniCloudMask is a Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.☆129Updated last week
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆44Updated 2 years ago
- An LSTM to generate a crop mask for Togo☆30Updated 5 years ago
- Sentinel-2 Cloud and Shadow Detection using Machine Learning☆18Updated 5 years ago
- This repository cointains the source code of the 'pyrsgis' Python package.☆35Updated 4 months ago
- Self-Supervised SISR for Sentinel-2 L1B Imagery☆41Updated 2 years ago
- GeoPatch is a package for generating patches from remote sensing data☆55Updated 6 months ago
- download Google Earth Engine datasets to tiles as geotiff arrays☆75Updated 10 months ago
- A Python package that allows for the processing of remote sensing images and GIS data.☆40Updated 5 months ago