$\textbf{Course}$
Deep Learning for Computer Vision (August 2025)

$\textbf{Programming Language}$
Python3

$\textbf{Lecturer}$
Assoc.Prof. Dr.Mongkol Ekpanyapong

$\textbf{Teaching Assistant}$
Lin Tun Naing

$\textbf{Lab Session Outlines}$
00 - Introduction and Setup
01 - Python Basics
02 - Deep Learning and Neural Networks
03 - Basic Convolutional Neural Networks and Pytorch
04 - AlexNet and GoogLeNet
05 - ResNet and SENet
06 - YOLO
07 - Vision Transformer
08 - Generative Adversarial Networks
09 - Contrastive Language-Image Pretraining(CLIP)

$\textbf{References}$

• https://github.com/Alisa-Kunapinun/Deep-learning-for-Computer-Vision-Aug-2022 by Dr.Alisa Kunapinun
• https://github.com/dsai-asia/RTML/ by Prof.Matthew N. Dailey
• https://www.learnbyexample.org/python-introduction/
• https://www.geeksforgeeks.org/
• Coursera - Deep Learning Specialization
• ChatGPT