EarthMiss

EarthMiss: A multimodal (Optical/SAR) land-cover dataset across 13 global cities + MetaRS code for missing-modality mapping.

Project homepage: https://rsidea.whu.edu.cn/EarthMiss.html

Installation

pip install --upgrade git+https://github.com/Z-Zheng/SimpleCV.git
pip install --upgrade git+https://github.com/Z-Zheng/ever.git

Dataset

The EarthMiss dataset is released at Zenodo and Baidu Drive Code: jfsq

Test and Train

The data split is in ./configs/metadata/EarthMiss.py

1. Download the dataset and update the root_path in ./config/metadata/EarthMiss.py to your local dataset directory.

2. Download the pretrained checkpoint:
   📥 Google Drive

3. Run evaluation:

sh ./scripts/eval.sh
sh ./scripts/train.sh