48-651 Vector Visions: Introduction to Image Processing and GenAI for Designer

3 units, Carnegie Mellon University

This minicourse integrates computer vision and generative AI for students in architecture, urban design, sustainable design, and related fields. It covers fundamental image processing and generative AI concepts like GANs and Diffusion models. Through handson projects, students will process and manipulate image data from buildings to urban landscapes. Students will build a solid understanding of image processing and discover its crucial role in emerging AI technologies. By the end of the course, students will be able to apply these skills to realworld design challenges, using tools such as Python, TensorFlow, and OpenCV.

Prerequisites: none listed

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