Introduction to Image Generation

Google Cloud via Coursera

Coursera based on 176 ratings

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Overview

Introduction to Image Generation is a beginner-friendly course designed to explore the fascinating world of AI-powered image creation. The course introduces learners to the fundamental concepts, techniques, and tools used to generate images using artificial intelligence, with a focus on deep learning models such as Generative Adversarial Networks (GANs) and Diffusion Models. Participants will learn how these models create realistic and creative images from random noise or text prompts, enabling applications in art, design, entertainment, and marketing. The course covers key...

Syllabus

Introduction to Image Generation

This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Diffusion models underpin many state-of-the-art image generation models and tools on Google Cloud. This course introduces you to the theory behind diffusion models and how to train and deploy them on Vertex AI.