Code for the RemoteSensing2020 article 'Hyperspectral Image Classification with Feature-Oriented Adversarial Active Learning'.
- Here I provide the Tensorflow implementation for FAAL.
CentOS Linux release 7.2.1511 (Core)
Tesla K80 Graphic Processing Units
python 3.6.5
TensorFlow 2.0.0
- Download hyperspectral data and add them to
./dataset
. - All the hyperparameters are in
./config.py
.
Set them to what you want when running a code.
@article{Wang2020FAAL,
title={Hyperspectral Image Classification with Feature-Oriented Adversarial Active Learning},
author={Wang, Guangxing and Ren, Peng},
journal={Remote Sensing},
volume={12},
number={23},
pages={3879},
month={November},
year={2020}
}