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2 cards from this section. Quick, good the night before a test.
What does the input layer of a CNN do?
Think about the first action of the CNN.
What kind of data does a black-and-white image represent?
Recall the structure of the matrix.
What type of matrix represents a black-and-white image?
What dimension do you associate with black-and-white images?
True or False: The input layer of a CNN only takes in colored images.
Consider whether only one type of image can be input into the layer.
Design a preprocessing strategy for a set of images that would enhance their input representation before being fed into a CNN.
Focus on how you want the data to look for effective processing.
Explain how the choice of image format (JPEG, PNG, etc.) affects the input layer processing.
Consider how each format might change the pixel values you work with.
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