convolutional neural networks 목차

CNN 을 이용한 Deeplearing

필터링의 예시 - https://show5376-hgglife.tistory.com/373

convolution - https://show5376-hgglife.tistory.com/374

convolutional layer - https://show5376-hgglife.tistory.com/375

sparse interactions(드문 상호작용?) - https://show5376-hgglife.tistory.com/376

deep convolutional network - https://show5376-hgglife.tistory.com/377

parameter sharing - https://show5376-hgglife.tistory.com/378

stride - https://show5376-hgglife.tistory.com/379

pooling layer - https://show5376-hgglife.tistory.com/380

max pooling - https://show5376-hgglife.tistory.com/381

pooling with downsampling -  https://show5376-hgglife.tistory.com/382

padding  - https://show5376-hgglife.tistory.com/383

CNN 구성 예 - https://show5376-hgglife.tistory.com/384

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convolution filter의 적용예  - https://show5376-hgglife.tistory.com/417
convolution filter 를 두껍게 만들기 - https://show5376-hgglife.tistory.com/418
Tensorflow를 이용한 convolution filter적용
module import - https://show5376-hgglife.tistory.com/419
show image data samples  - https://show5376-hgglife.tistory.com/420
filter 정보를 저장한 다차원 list 만들기 - https://show5376-hgglife.tistory.com/421
Image data에 filter를 적용하는 계산식 준비 -  https://show5376-hgglife.tistory.com/422
세션을 준비하고  variable을 초기화 - https://show5376-hgglife.tistory.com/423
최초 9개의 image data에 대해 convolution filter를 적용한 결과를 계산 - https://show5376-hgglife.tistory.com/424
convolution filter와 pooling layer를 적용한 결과  - https://show5376-hgglife.tistory.com/425
pooling layer - https://show5376-hgglife.tistory.com/426
image classification using convolution filter
특징변수 (z1,z2)산포도 - https://show5376-hgglife.tistory.com/428
ORENIS dynamic filter example.ipynb - https://show5376-hgglife.tistory.com/429
convolution filter를 동적으로 학습한 결과 - https://show5376-hgglife.tistory.com/430
convolution filter를 이용한 필기 문자 분류
세션정보의 저장기능
단층 CNN을 이용한 필기 문자 분류