HyperSpectral FCN

This is an implementation of FCN and Attention layers to recognize HyperSpectral images.

Prerequisites

• Python 3
  • Keras
• An Nvidia GPU (Not required but recommended)
• A Hyperspectral image (currently only Pavia University Dataset works)

Setup

Anaconda is recommended for Python and its prerequisites. This implementation uses Python 3 so be sure to install the right one. You can install Anaconda from here.

The models are currently made to train from the Pavia University dataset. Put this image in data/pavia.

Training

To train this model, run solve.py.

Todo

• Add the Attention Layer
• Visualization