CS 484 Computer Vision

Units

  1. Image Classification
  2. Image Classifier
  3. Loss Functions & Optimizations
  4. Backpropagation and Neural Networks
  5. Convolutional Neural Networks
  6. CNN Architectures
  7. Training Neural Networks
  8. Recurrent Neural Networks
  9. Attention
  10. Transformers
  11. Object Detection
  12. Semantic Segmentation
  13. Instance Segmentation
  14. Self-Supervised Learning
  15. Vision and Language
  16. Generative Models
  17. 3D Vision
  18. Videos