[机器学习入门] 李宏毅机器学习笔记-11（Convolutional Neural Network；卷积神经网络）

[机器学习入门] 李宏毅机器学习笔记-11（Convolutional Neural Network；卷积神经网络）

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Why CNN for Image?

CNN 经常作用于图像识别。

Some patterns are much smaller than the whole image

The same patterns appear in different regions

同样的pattern，在image里面，他可能会出现在image不同的部分，但是它们代表的是同样的含义，同样的形状，也有同样的neural，同样的参数，detector就可以侦测出来。

Subsampling the pixels will not change the object

做Subsampling使图片变小对影响辨识没什么影响

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The whole CNN

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CNN – Convolution

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CNN – Colorful image

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Convolution v.s. Fully Connected

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CNN – Max Pooling

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Flatten

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CNN in Keras

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What does CNN learn?

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Deep Dream

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Deep Style

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More Application

Playing Go

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Speech

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