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For questions about image classification: a decision problem where an algorithm must decide to which class ('cat', 'chair', 'tree') an input image belongs.

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Should we keep all channels when doing image classification?

Well, it depends on your images and how you want to classify them. If we take a really basic example, if you want to classify images by their color, you obviously should keep all 3 channels. In the …
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