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Questions and Answers
What is the total number of pixels in an image with a resolution of 1000x1000x3?
What is the total number of pixels in an image with a resolution of 1000x1000x3?
- 3 million (correct)
- 30 million
- 1 billion
- 1 million
What is a characteristic of deep learning methods?
What is a characteristic of deep learning methods?
- Single layer of nonlinear processing units
- Features are not learned
- Multiple layers of nonlinear processing units (correct)
- Learning features from lower levels of the hierarchy are formed by higher level features
What is the purpose of the convolution operation in a neural network?
What is the purpose of the convolution operation in a neural network?
- To downsample the image
- To extract features from the output of the previous layer (correct)
- To add padding to the image
- To reduce the number of filters
What is the result of building a three-convolutional-layer network with a 3-channel image?
What is the result of building a three-convolutional-layer network with a 3-channel image?
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What is the primary difference between shallow and deep learning?
What is the primary difference between shallow and deep learning?
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What is the purpose of padding in a convolutional neural network?
What is the purpose of padding in a convolutional neural network?
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