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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.

2 votes
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Golden rules of designing a good convolutional neural networks

What are the rules of designing a good convolutional neural (such as VGG [1], Inception [2] Resnet[3], DenseNet[4] and so on...) network from scratch? What would be a recipe to start designing your ow …
PickleRick's user avatar
5 votes

Per Image Normalization vs overall dataset normalization

Each method has their own purposes. In sequential data such as speech [1], the mean and covariance are calculated from an utterance (a recording) and is then subtracted from all the observations in th …
PickleRick's user avatar