README.md

vision-tutorial

Course materials used in computer vision tutorial 2019. Jupyter Notebook are executable on Google Colab.

Related Courses @ Korea University

• Advanced Machine Learning (CVH125)
• Deep Learning (COSE474)
• Comptuer Vision (AAA534)

Instructor

• Hyunwoo J. Kim

Contributors

• Dasol Hwang
• Sihyeon Kim
• Seungdong Yoa

Contents

1. Introduction to Neural Networks using PyTorch
2. Template Matching
3. Seam Carving
4. Edge Detection
5. Introduction to Neural Networks in PyTorch
6. Introduction to Convolutional_Neural_Network
7. Object Detection 1
8. Object Detection 2
9. Multiple Object Tracking (MOT)
10. Semantic Segmentation
11. Style Transfer with CycleGAN

Reference

1. Introduction to Colab