The name 'convolutional neural network' indicates that the network employs a mathematical operation called convolution. Convolutional networks are a specialized type of neural networks that use convolution in place of general matrix multiplication in at least one of their layers.
In order to get meaningful information from the image, we need to identify various features in the image like horizontal line, edges, and circles. This is where convolutions help.
#convolutional-neural-networks #image-classification #neural-networks #convolution #feature-identification
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