Practice Common Cnn Architectures (23.8) - Convolutional Neural Network (CNN)

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9 questions

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3 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
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Quiz
3 questions · about 2 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What is LeNet primarily used for?
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Think of digits and where we often see them.
Question 2.
Name one architecture known for being lightweight.
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Think mobile devices!
3Question 3.
What is the primary function of LeNet?
- Object Detection
- Digit Recognition
- Image Segmentation
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Think about popular digit datasets.
4Question 4.
True or False: VGGNet is known for being the first CNN to win the ImageNet competition.
- True
- False
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Recall the timeline of CNN developments.
Question 5.
Describe how AlexNet changed the landscape of deep learning and its influence on subsequent architectures.
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Consider its historical impact.
Question 6.
Analyze the effectiveness of skip connections in ResNet. How do they influence training deep networks compared to traditional architectures?
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Think about how gradients behave in deep networks.

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