Land Use and Land Cover Classification using a ResNet Deep Learning Architecture

Hello, I have developed a Jupyter notebook about Land Use and Land Cover classification using a pretrained ResNet50 architecture finetuned with the EuroSAT dataset from the Copernicus Sentinel-2 products. I didn’t need anything more than the fastai library to write the code. If you are interested in using deep learning for satellite images, the notebook is available here:

Enjoy !


Excellent write up, thanks for sharing

Thanks Robin.