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What do channels refer to in a convolutional neural network?
How are the channels combined to make a prediction in a CNN?
Once the image has been processed and all its features have been extracted and represented by channels, the CNN feeds those features into a fully connected layer that performs the final classification or prediction task. The fully connected layer takes as input all the channels generated by the convolutional layers and uses them to make the final prediction.