Application of Generative Adversarial Network (GAN) for Synthetic Training Data Creation to improve performance of ANN Classifier for extracting Built-Up pixels from Landsat Satellite Imagery

Amritendu Mukherjee, Dipanwita Sinha Mukherjee, Parthasarathy Ramachandran

Training a neural network for pixel based classification task using low resolution Landsat images is difficult as the size of the training data is usually small due to less number…