Intelligent Image Recognition (지능형영상인식)

1. Lecture0: Course Introduction

2. Lecture1: Introduction to Image Recognition

3. Lecture2: Classification

4. Lecture2-1: Tensorflow Basics

5. For Installing Python, Tensorflow, Keras, Refer to "Additional Lecture Notes" under Main Menu "Lectures"

6. Lecture3: Loss Functions

7. Lecture4: Backpropagation

8. Lecture5: Convolutional Network

9. Lecture6: CNN Training

10. Lecture7: Neural Net FrameWork

11. Lecture8: CNN Architecture

12. Lecture9: Detection and Segmentation [Download]

13. Lecture10: Fast Detection [Download]

11/20 중간 성적평가 고지 [Download]

1. Lecture11: YOLO [Download] (By Dasol Han) YOLO lab (Home Work) [Download] (By Dasol Han)

2. Lecture12: Accelerating Deep Learning [Download]

Final Evaluation Results [Download]