Computer Vision Course | Autumn 2022
Professional Masters Program | University of Washington, Seattle
Lecture Dates
- Tuesday: 4 pm - 6 pm PST
- Thursday 4 pm - 6 pm PST
Lectures go from September - December 2022
Course Syllabus
- Motivation and applications of CV
- Transforms, Convolutions and feature extraction
- Machine Learning for CV
- Machine Learning for CV
- Neural Networks & CNN
- Pytorch Tutorial and libraries
- Object detection and instance segmentation
- Deep Learning applications in CV
- Image to Text and Text to Image
- More Deep Learning applications in CV
Course Assesments
- Conceptual Assignments
- Programming Assignments
- In-class Exercise
- Final project (open ended)