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Convolutional Neural Networks are a type of neural network in which only subsets of possible connections between layers exist to create overlapping regions. They are commonly used for visual tasks.
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Does the image size for convolutional neural networks have to be small?
As pointed out in the comments, both are not necessary. When making an example it is howver very convenient to disregard aspects. Starting with the basics is the key to bring understanding. When you u …
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Why does distorting images improve training on a neural network?
If we have the input of an image the CNN detects certain features and patterns that together make up a dog. If we only feed it images of a dog looking to the right it will not know that dogs can also …