Questions tagged [feature-map]

For questions related to the concept of a feature map in the context of convolutional neural networks.

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What are the recommended ways to change shape of feature maps channel wise other than using Convolutional neural networks?

Suppose I have a feature map with size $C_1 \times H \times W$. And I need to convert it into a feature map of size $C_2 \times H \times W$. One way to do this is to use convolutional neural networks ...
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Features Map convolutional neural network [closed]

I have a question about the convolutional neural network. Consider this image: We have a part of an input matrix and a filter. Now, we can do the convolution and the result is a scalar, if it is a ...
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What is the difference between a receptive field and a feature map?

In a CNN, the receptive field is the portion of the image used to compute the filter's output. But one filter's output (which is also called a "feature map") is the next filter's input. What's the ...
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CNNs: What happens from one neuron volume to the next?

I've gone through several descriptions of CNNs online and they all leave out a crucial part as if it were trivial. A "volume" of neurons consists of several parallel layers ("feature ...