Difference between revisions of "Pattern Recognition"
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| − | + | === 강의노트 === | |
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| + | 1. [[Media:Introduction_to_Computer_Vision.pdf|Computer Vision 소개]] | ||
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| + | 2. [[Media:Ch1_Machine_Leanring_AI.pdf|Machine Learning AI 소개]] | ||
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| + | 3. [[Media:Ch2_conventional_approach.pdf|전통적인 접근법]] | ||
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| + | 4. [[Media:Ch3_1_SVM-1.pdf|SVM-1]] | ||
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| + | 5. [[Media:Ch3_2_SVM-2.pdf|SVM-2]] | ||
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| + | 6. [[Media:Ch4_1_TensorFlow.pdf|TesnsorFlow로 NN 실험]] | ||
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| + | 7. [[Media:Ch4_2_TensorFlow_Regression.pdf|TensorFlow로 Regression 실험]] | ||
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| + | 8. [[Media:Ch5_1_CNN_motivation.pdf|CNN Motivation]] | ||
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| + | 9. [[Media:Ch5_2_AlexNet.pdf|AlexNet]] | ||
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| + | 10. [[Media:Ch5_4_Understanding_CNN.pdf|Understanding CNN]] | ||
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| + | 11. [[Media:Ch6_1_Backpropagation_1.pdf|Backpropagation-1]] | ||
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| + | 12. [[Media:Ch6_2_Backpropagation_2.pdf|Backpropagation-2]] | ||
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| + | 13. [[Media:Ch6_3_SGD.pdf|SGD]] | ||
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| + | 14. [[Media:Ch7_1_Object_Detection.pdf|Object Detection]] | ||
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| + | 15. [[Media:ch7_2_Object Segmentation.pdf|Object Segmentation]] | ||
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| + | 16. [[Media:ch8_1_RNN.pdf|RNN]] | ||
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| + | 17. [[Media:ch8_2_LSTM.pdf|LSTM]] | ||
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| + | 18. [[Media:ch8_3_ Statistical Machine Translation.pdf|Statistical Machine Translation]] | ||
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| + | 19. [[Media:ch10_1_Video processing.pdf|Video Processing]] | ||
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| + | 20. [[Media:Ch11_1_Reinforcement_learning.pdf|Reinforcement Learning]] | ||
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| + | 21. [[Media:Ch12-1_AlphaGo.pdf|AlphaGo]] | ||
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| + | [기타] | ||
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| + | 1. [[Media:0_Transposed convolution.pdf|Transposed Convolution]] | ||
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| + | 2. [[Media:1_Word Embedding.pdf|Word Embedding]] | ||
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| + | 3. [[Media:2_Transfer Learning.pdf|Transfer Learning]] | ||
Latest revision as of 12:52, 12 June 2017
[edit] 강의노트
3. 전통적인 접근법
4. SVM-1
5. SVM-2
9. AlexNet
13. SGD
14. Object Detection
16. RNN
17. LSTM
18. Statistical Machine Translation
19. Video Processing
21. AlphaGo
[기타]
