September 24, 2021 (Fri.), 16:00-20:00 GMT+7
ZOOM ONLINE & Facebook Live
Organized by
Sirindhorn International Institute of Technology
(SIIT)
Artificial Intelligence Association of Thailand
(AIAT)
Princess Chulabhorn Science High Schools (PCSHS)
Kamnoetvidya Science Academy
(KVIS)
In the class, we learn what artificial intelligence is, how useful it is. Then we review how to program in Python language and how to use image processing library. Finally we learn to create an image processing program for face recognition.
About the lecturer and chair
Prof. Dr. Thanaruk Theeramunkong
Thanaruk is a professor at the School of Information, Computer and Communication Technology at Sirindhorn International Institute of Technology (SIIT) at Thammasat University. He is also the Program Director of Information and Communication Technology for Embedded Systems (ICTES) at TAIST Tokyo Tech, National Science and Technology Development Agency (NSTDA).
Titipakorn is currently a doctoral student at Chubu University. He graduated a bachalor degree and a master's degree from the School of Information, Computer and Communication Technology at Sirindhorn International Institute of Technology (SIIT) at Thammasat University. His interest is image processing and deep learning.
Tip-aroon Kiawkaew is a doctoral student in SIIT, Thammasat University. She is interested in AI, especially natural language processing, data science, and knowledge graph. She received bachelor's and master's degrees in Information Technology from the College of Computing, Prince of Songkla University, Phuket Campus. Her current research topic focuses on the data science and knowledge graph.
Kamin is currently a data scientist in a bank. He graduated a master's degree on Information and Communication Technology for Embedded Systems (ICTES) of TAIST-Tokyo Tech scholarship from Sirindhorn International Institute of Technology (SIIT) at Thammasat University. His area of interest are image, speech and text processing, machine learning and deep learning.
Course Materials
https://drive.google.com/drive/folders/1tNEhf6NdyYhIYnnO-XhL0QvEQgj-nlg5
Class B presentation slide
https://drive.google.com/drive/folders/1zJbN0nx4FMrasqMNkyGCOw3PVbrXYlWd?usp=sharing
But what is a neural network? | Chapter 1, Deep learning (VDO clip)
https://www.youtube.com/watch?v=aircAruvnKk
Basic Python Programming and Image Processing (CLASS A)
https://docs.google.com/presentation/d/1x65tRW5AMk3zKAw1u8IQehdAPtxKjgXyv_ugYZBUIkM/edit?usp=sharing
A Face Detection Program
https://colab.research.google.com/drive/1A0evni6edylEJ95ADFEpgwEx6lU0uuze
A Simple Neural Network Program
https://drive.google.com/drive/folders/1RRdT0J52bg39aqKUwd0EOtEztQ6FGe1G
Lab1: Basic operations (CLASS C)
https://colab.research.google.com/drive/1r9ifOBqNwoONcvwT_mUJ4nWgxuvoSfDY?usp=sharing
Lab2: Convolution and Filtering (CLASS C)
https://colab.research.google.com/drive/1YI86oFcPNwvhOyd9AneHJ3KwSlOXZmV8?usp=sharing
Lab3: Deep CNN (CLASS C)
https://colab.research.google.com/drive/1YmwZl3xnZAO818ctuk68ik8n7nhobyh2?usp=sharing
Additional files (CLASS C)
https://drive.google.com/file/d/1wq9PrYjkjQKrwFE0t4IU7zllOf8L344_/view?usp=sharing
Innovation in various perspectives, includng AI in Our Future (presentation slide)