Applied Dynamics & 

Intelligent Prognosis Laboratory

[KSME] 인공지능여름학교

강의목차

0-1. Introduction [Video]

0-2. Setup a Deep learning environment with Google Colaboratory [Video]

1. ANN: From Perceptron to MLP [Video]

2. ANN: Optimization with Backpropagation [Video]

3. ANN: 실습 w/ tensorflow [Video]

4. CNN: Convolution? [Video]

5. CNN: Principle and Architecture [Video]

6. CNN: 실습 w/ tensorflow [Video]

7. CNN: Go Deeper [Video]

8. DCNN: 실습 w/ tensorflow [Video]

9. CNN: Modern CNNs [Video]

10. ResNet 실습 w/ tensorflow [Video] 

11. CAM & 실습 [Video] 

12. FCN [Video]

13. RNN [Video]

14. LSTM [Video]

기타사항