cv2022

Computer Vision Course 2022

View the Project on GitHub bytesizeml/cv2022

Computer Vision Course | Autumn 2022


Professional Masters Program | University of Washington, Seattle


Instructor - Dr. Karthik Mohan

TA - Ayush Singh


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Lecture Dates

  1. Tuesday: 4 pm - 6 pm PST
  2. Thursday 4 pm - 6 pm PST

Lectures go from September - December 2022

Course Syllabus


  1. Motivation and applications of CV
  2. Transforms, Convolutions and feature extraction
  3. Machine Learning for CV
  4. Machine Learning for CV
  5. Neural Networks & CNN
  6. Pytorch Tutorial and libraries
  7. Object detection and instance segmentation
  8. Deep Learning applications in CV
  9. Image to Text and Text to Image
  10. More Deep Learning applications in CV

Course Assesments


  1. Conceptual Assignments
  2. Programming Assignments
  3. In-class Exercise
  4. Final project (open ended)