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AI461

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Computer Vision

Computer ScienceWillamette College

Course Description

Computer Vision is the study of how computers extract information from images. In this course students will learn about various ways to represent visual information, including pixels, spatial frequencies, and feature vectors. Students will also explore the structure and function of convolutional neural networks and gain intuition for the latent space remapping that arises from the trained network weights. Additional topics may include transformers, attention, and generative techniques.

College/School

Willamette College

Locations

Salem

Offering Cycle, by Year

All Years

Offering Cycle, by Semester

Fall Semester

Credit Hours Min

4

Prerequisites

Complete course, or have instructor consent.