Question: What is the role of the activation function in Convolution layers? Performing convolution operation Incorporating a non - linear component into neural networks Flattening input

What is the role of the activation function in Convolution layers?
Performing convolution operation
Incorporating a non-linear component into neural networks
Flattening input images
Converting 3 color channels into a single color channel

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