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Computer Vision is a subfield of computer science which deals with analyzing and understanding images. This includes detection of objects like faces in images or segmenting images.

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the size of training data set in the context of computer vision

Your second hypothesis is on the right track. Try comparing the information content of the training set with the information content of the network parameters. Of course most images are compressible, …
Dave Kielpinski's user avatar
5 votes

Why convolutions always use odd-numbers as filter size

1) Suppose input_field is all zero except for one entry at index idx. An odd filter size will return data with a peak centered around idx, an even filter size won't - consider the case of a uniform fi …
Dave Kielpinski's user avatar