Suppose, a deep learning classifier is trained to distinguish between images of cars, ships, trucks, birds, horses and dogs. But all the training data for the birds were yellow birds.
Can the trained classifier then be used to only detect yellow birds within a birds image data set ? Image data is just an example here. The data can be other things like DNA sequences too. Please bear with me if the question is non-sensical or too basic.
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