welcome

Thank you for purchasing the MEAP for Generative AI in Computer Vision. I am excited to share this journey with you as we explore one of the most dynamic and rapidly evolving fields in artificial intelligence.

To get the most out of this book, you should have a solid foundation in machine learning concepts and experience with Python programming. Familiarity with deep learning frameworks like PyTorch or TensorFlow will be beneficial, though not strictly necessary as we will cover the essentials as we go along.

Generative AI has revolutionized the field of computer vision, enabling machines to not just analyze images, but to create them from scratch. From generating photorealistic images from text descriptions to synthesizing entire videos, generative models have captured the imagination of developers, researchers, and the general public alike. This book aims to demystify these powerful techniques and equip you with the knowledge to build and apply generative models in your own projects.

Generative AI in Computer Vision is divided into three parts. We will start with the basics and progressively build up to more complex topics: