Generative Adversarial Neural Networks Applied to Image Generation

This project studies the theory behind generative models, (mainly Generative Adversary Networks) analyses their complexity and develops a practical implementation of such with limited resources. The book's contents begin with some initial paragraphs detailing the motivation behind the project, followed by an aggregate of all the research performed and ending with the report of all the experiments and observations from the training of some GAN models.

Autorentext

David Junquero González is a firm believer in the potential of Artificial Intelligence beyond the current trends and knowledge. The author focuses his work in studying in depth the different components inherent in intelligent entities in order to recreate the phenomena occurring in the human brain by the means of computer science.