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An intuitive explanation of Convolutional Neural Networks.
Deep Learning Crash Course playlist: https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07
Highlights:
Convolution
Image filtering
Pooling
Learning feature extractors
Kernel size
Padding
Stride
Dilated convolutions
Further reading:
Deep Learning by Ian Goodfellow:
http://www.deeplearningbook.org/
CS231n: Convolutional Neural Networks for Visual Recognition by Andrej Karpathy
http://cs231n.github.io/
#deeplearning #machinelearning