land-cover

CNNs for land cover mapping

Setup Instructions

1. git clone this repository
2. cd into root of this repository
3. pip install -r requirements.txt
4. git clone https://github.com/kobiso/CBAM-keras
5. git clone https://github.com/titu1994/DenseNet
6. Download and extract SEN12MS dataset: https://arxiv.org/abs/1906.07789
7. Edit dataset paths in config.json

Usage Instructions

• Train models: python classify.py -c config.json --train
• Evaluate models: python classify.py -c config.json --test