Question: A problem with the output feature maps in CNN is that they are sensitive to the location of the features in the input. Hence, the
A problem with the output feature maps in CNN is that they are sensitive to the location of the features in the input. Hence, the pooling layer is used. Which statement is correct? Select all those are correct.
One approach to address this sensitivity is to down sample the feature maps.
This has the effect of making the resulting down sampled feature maps more robust to changes in the position of the feature in the image.
This is referred to by the technical phrase "local translation invariance."
All of statements above are correct.
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