[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)
2017-06-13 16:58
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[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The whole CNN
CNN – Convolution
CNN – Colorful image
Convolution v.s. Fully Connected
CNN – Max Pooling
Flatten
CNN in Keras
What does CNN learn?
Deep Dream
Deep Style
More Application
Playing Go
Speech
Text
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