Week 10: Journal Questions
Answer the following question for
Monday's reading about convolution and deep learning (Mitchell Chapters 4-5)
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Looking at the photo shown above, write several sentences about what you can infer about what is taking place in the photo.
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Based on the reading, what might a convolutional, deep neural network be able to infer about this same photo?
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On page 82, Mitchel writes that "the units in a ConvNet act
as detectors for important visual features, each unit
looking for a its preferred feature in a specific part of
the visual field." How is this different from how a typical
sigmoid unit operates in a standard layered neural network?