GAN-based-HRRS-Sample-Generation-for-Image-Classification The GAN-based method is used to generate high-resolution remote sensing for data augmentation and image classification. The deep learning framework is: Tensorflow. Python version: 2.7 Cuda version: 9.1 Teminal command: The dataset is UCM, NWPU-RESISC45: (1) UC Merced dataset (2) NWPU-RESISC45 dataset