rudolfwilliam / satellite_image_forecastingLinks
Models for the EarthNet2021 challenge.
☆46Updated last month
Alternatives and similar repositories for satellite_image_forecasting
Users that are interested in satellite_image_forecasting are comparing it to the libraries listed below
Sorting:
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆54Updated 2 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- A Python package for Earth forecasting transformer☆87Updated last year
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- Teleconnection-driven vision transformers for improved long-term forecasting☆31Updated last year
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆52Updated 2 years ago
- Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing…☆35Updated 3 months ago
- Deep Learning Models for Wildfire Danger Forecasting☆75Updated 3 years ago
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆58Updated 8 months ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆47Updated last year
- Repo for testing foundation models☆56Updated last year
- Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models☆63Updated 2 months ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆103Updated 11 months ago
- ☆57Updated last year
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆35Updated 2 weeks ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆56Updated 8 months ago
- ☆35Updated 2 years ago
- A new WatNet version which further extends the data applicability from Sentinel-2 image to Landsat-5, 7, 8 images.☆13Updated 2 years ago
- Automatically create machine learning datasets from satellite images☆42Updated 3 years ago
- An open and accessible datacube for environmental and earth system monitoring☆31Updated last year
- 🛰️ Process raster data in python☆24Updated last week
- Cloud masking for Landsat-8 & Sentinel-2☆34Updated 3 years ago
- ☆73Updated last year
- This repository contains the classification module of the WorldCereal system.☆69Updated last week
- Machine learning for satellite image time series☆27Updated 6 years ago
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆30Updated 2 years ago
- ☆57Updated 2 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆68Updated 2 years ago