View source for Pattern Recognition

=== 강의노트 ===

1.  [[Media:Introduction_to_Computer_Vision.pdf|Computer Vision 소개]]

2.  [[Media:Ch1_Machine_Leanring_AI.pdf|Machine Learning AI 소개]]

3.  [[Media:Ch2_conventional_approach.pdf|전통적인 접근법]]

4.  [[Media:Ch3_1_SVM-1.pdf|SVM-1]]

5.  [[Media:Ch3_2_SVM-2.pdf|SVM-2]]

6.  [[Media:Ch4_1_TensorFlow.pdf|TesnsorFlow로 NN 실험]]
 
7.  [[Media:Ch4_2_TensorFlow_Regression.pdf|TensorFlow로 Regression 실험]]

8.  [[Media:Ch5_1_CNN_motivation.pdf|CNN Motivation]]

9.  [[Media:Ch5_2_AlexNet.pdf|AlexNet]]

10. [[Media:Ch5_4_Understanding_CNN.pdf|Understanding CNN]]

11. [[Media:Ch6_1_Backpropagation_1.pdf|Backpropagation-1]]

12. [[Media:Ch6_2_Backpropagation_2.pdf|Backpropagation-2]]

13. [[Media:Ch6_3_SGD.pdf|SGD]]

14. [[Media:Ch7_1_Object_Detection.pdf|Object Detection]]

15. [[Media:ch7_2_Object Segmentation.pdf|Object Segmentation]]

16. [[Media:ch8_1_RNN.pdf|RNN]]

17. [[Media:ch8_2_LSTM.pdf|LSTM]]

18. [[Media:ch8_3_ Statistical Machine Translation.pdf|Statistical Machine Translation]]

19. [[Media:ch10_1_Video processing.pdf|Video Processing]]

20. [[Media:Ch11_1_Reinforcement_learning.pdf|Reinforcement Learning]]

21. [[Media:Ch12-1_AlphaGo.pdf|AlphaGo]]



[기타]

1. [[Media:0_Transposed convolution.pdf|Transposed Convolution]]

2. [[Media:1_Word Embedding.pdf|Word Embedding]]

3. [[Media:2_Transfer Learning.pdf|Transfer Learning]]