SAT-Classification-Using-CNN

Classifying SAT-6 data using a CNN

Running instructions:

1. download SAT-6 data from here: http://csc.lsu.edu/~saikat/deepsat/
2. Install Tensorflow (v 1.3) and tflearn.
3. Change paths to data in the jupyter notebooks.

Current method achieved 99% accuracy on the test data.

Datset citation: Saikat Basu, Sangram Ganguly, Supratik Mukhopadhyay, Robert Dibiano, Manohar Karki and Ramakrishna Nemani, DeepSat - A Learning framework for Satellite Imagery, ACM SIGSPATIAL 2015.