Image generation with Artificial Intelligence

Abstract

This course is intended to learn and delve into the creation of images with Artificial Intelligence. The course is structured in 4 days in which the following content is addressed:

1. Introduction to generative AIs. Examples of popular applications based on generative AIs.

2. Introduction to image processing. Explanation of how AIs generate images. Examples of successful applications and use cases. Open source tools vs proprietary products.

3. Prompt Engineering. Image to text models. Transfer of styles. Ethics and Legal Considerations.

4. Open source models. Stable diffusion. Creation of an application and deployment in a web interface. Train your own custom avatar.

Nahuel Costa, PhD

Machine Learning researcher 🤖 Assistant professor