Computer Vision and Generative AI
Who is this course for
Comprehensive Computer Vision Skills – Learn image processing, transformation, and analysis techniques.
Hands-On Generative AI – Gain experience with GANs, diffusion models, and transformer-based image generation.
Practical Project Experience – Apply your skills to AI photo editing and inpainting using state-of-the-art tools.
Course Overview
Computer Vision and Generative AI teaches how computers interpret and understand image data and how to leverage generative AI models to create new images. The course covers foundational computer vision techniques, image generation methods like GANs and diffusion models, transformer-based vision models, and ethical considerations, culminating in a hands-on project using inpainting with Stable Diffusion.
What You'll Learn
Strong understanding of computer vision fundamentals and image pre-processing.
Knowledge of generative AI models for images, including GANs, diffusion models, and Vision Transformers.
Hands-on experience with AI-powered image creation and editing.
Awareness of ethical AI considerations in computer vision and generative AI.
