Convolution Image Size, Filter Size, Padding and Stride
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A convolutional neural network (CNN) applies a filter to an image in a very tricky way. When you use a CNN you have to be aware of the relationship between the image size, the filter size, the size of the padding around the image, and the distance the filter moves (the stride) during convolution. Without…
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7.3. Padding and Stride — Dive into Deep Learning 1.0.3 documentation
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Enlarging smaller images before inputting into convolutional neural network: zero-padding vs. interpolation, Journal of Big Data
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