Motorbike Generator Using Bidirectional Generative Adversarial Networks

Abstract

This paper proposes a Bidirectional Generative Adversarial Network (BiGAN) to generate fake images for Motorbike Generator Challenge. Experiment results, Motorbike Generator task demonstrate that this method not only stabilizes GAN training but also achieves significant improvements over several state-of-the-art GAN methods.