Orion-AI-Lab / S4ALinks
Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
☆106Updated 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…☆43Updated 2 years ago
- ☆35Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆68Updated 2 years ago
- ☆60Updated last year
- Repo for testing foundation models☆55Updated last year
- ☆57Updated 2 years ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆173Updated 2 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆51Updated 4 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆253Updated last month
- Satellite cloud removal with Deep Image Prior.☆68Updated last year
- ☆131Updated last year
- Crop type mapping of small holder farms in Ghana, and South Sudan☆91Updated 3 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆72Updated 2 years ago
- Code for running baseline models/experiments with the Fields of The World dataset☆111Updated this week
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆48Updated last year
- List of datasets and codes for remote sensing LULC applications.☆51Updated last year
- ☆217Updated 4 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆113Updated 4 years ago
- Open source remote sensing dataset with benchmarks☆214Updated last year
- A comprehensive benchmark for real-world Sentinel-2 imagery super-resolution☆42Updated 7 months ago
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆66Updated 2 years ago
- Automatically create machine learning datasets from satellite images☆44Updated 3 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆90Updated 2 years ago
- ☆31Updated 2 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆209Updated 3 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- Code and data for Kuro Siwo flood mapping dataset☆72Updated 2 months ago
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆33Updated 3 years ago