Convolution: how does it see an image?
A neural network looking at an image does not look at individual pixels. It slides small filters across it. Those filters are what this lesson is about.
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Sources
- LeCun, Bottou, Bengio, Haffner 1998 · Gradient-Based Learning Applied to Document Recognition · Proc. IEEE, 86(11)
- Krizhevsky, Sutskever, Hinton 2012 · ImageNet Classification with Deep CNNs (AlexNet) · NeurIPS 2012
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