Orion-AI-Lab / EfficientBigEarthNetLinks
Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification
☆71Updated 3 years ago
Alternatives and similar repositories for EfficientBigEarthNet
Users that are interested in EfficientBigEarthNet are comparing it to the libraries listed below
Sorting:
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆175Updated 2 years ago
- Repo for testing foundation models☆55Updated last year
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆87Updated last year
- This repo contains codes, scripts, documents, etc, that are deliverables and helpers for the synthetic satellite imagery project from Mic…☆27Updated 2 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆277Updated last year
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆108Updated last year
- Open source remote sensing dataset with benchmarks☆220Updated last year
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- Satellite cloud removal with Deep Image Prior.☆69Updated last year
- ☆36Updated 2 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆44Updated 2 years ago
- ☆58Updated 2 years ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆67Updated 3 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆91Updated 2 years ago
- ☆222Updated 4 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆73Updated 2 years ago
- ☆60Updated last year
- Repository for SEN12MS related codes and utilities☆125Updated last year
- ☆132Updated last year
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆37Updated 4 months ago
- ☆53Updated 10 months ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆92Updated 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
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆168Updated 11 months ago
- Towards Robust Evaluation for Geospatial Foundation Models☆244Updated 5 months ago
- List of datasets and codes for remote sensing LULC applications.☆52Updated 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☆51Updated 4 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆255Updated 2 months ago
- Official repository of the ben-ge Earth Observation dataset☆18Updated 2 years ago