Questions and Answers
What is the backbone of convolutional neural networks?
Convolution operation
Which step in a CNN involves dealing with non-linear data?
Applying non-linearity
What is the goal of image classification using CNNs?
Learning features directly from data
In a CNN, what does the application of non-linearity help with?
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Which operation is responsible for extracting features in a CNN?
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How do CNNs utilize convolutions for solving computer vision tasks?
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What is the purpose of the pooling operation in a CNN?
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How are classical scores computed in image classification using CNNs?
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What does each neuron in the hidden layer compute in a CNN during the convolution operation?
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Which layer in a CNN is responsible for detecting specific features in localized areas of the input image?
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What is a key characteristic of local connectivity in CNNs?
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What is the purpose of applying a bias in a neuron during a convolution operation in a CNN?
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