Topics of Deep Learning & Computer Vision Workshop
AI & Programming Association of SUMS (AIPAS)* Most topics include practical exercises
1. Overview of Machine Learning and Image Processing
2. Introduction to Neural Networks
3. Convolutional Neural Networks (CNNs) - Part 1
4. Convolutional Neural Networks (CNNs) - Part 2
5. Segmentation
6. Solving a Real-World Problem
7. Recurrent Neural Networks (RNNs) and Transformers
8. Large Language Models (LLMs), Prompt Engineering, and Introduction to LangChain
9. Explainable AI (XAI) and Research
10. Human Activity Recognition + Q&A Session