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Assume that an input RGB image below is entering a Convolutional Neural Network: We use the following vertical edge filter to convolve with the image.

Assume that an input RGB image below is entering a Convolutional Neural Network:
We use the following vertical edge filter to convolve with the image.
If the padding size is 1 and the stride is 2. Then the output (before applying bias and activation function) will be in the following form:
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