Orion-AI-Lab / S4ALinks
Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
☆108Updated last year
Alternatives and similar repositories for S4A
Users that are interested in S4A are comparing it to the libraries listed below
Sorting:
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆44Updated 2 years ago
- ☆36Updated 2 years ago
- Satellite cloud removal with Deep Image Prior.☆69Updated last year
- ☆60Updated last year
- Repo for testing foundation models☆55Updated last year
- ☆58Updated 2 years ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆175Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆70Updated 3 years ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆48Updated last year
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆52Updated 4 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆117Updated 4 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆92Updated 3 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆73Updated 2 years ago
- Open source remote sensing dataset with benchmarks☆220Updated last year
- Code for running baseline models/experiments with the Fields of The World dataset☆112Updated 3 weeks ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- ☆222Updated 4 years ago
- ☆132Updated last year
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆255Updated 2 months ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆58Updated 11 months ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆34Updated 3 years ago
- A Python package to super-resolve Sentinel-2 satellite imagery up to 2.5 meters.☆78Updated 7 months ago
- ☆31Updated 2 years ago
- GeoPatch is a package for generating patches from remote sensing data☆55Updated 5 months ago
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆52Updated 2 years ago
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆37Updated 4 months ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆67Updated 4 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- List of datasets and codes for remote sensing LULC applications.☆52Updated last year