Week 1 Quiz
Graded Quiz • 30 min Quiz8 Questions Week 1
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Week 1 Quiz

Graded Quiz • 30 min Quiz8 Questions Week 1
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Q:

What does flow_from_directory give you on the ImageDataGenerator?

Q:

If my Image is sized 150×150, and I pass a 3×3 Convolution over it, what size is the resulting image?

Q:

If my data is sized 150×150, and I use Pooling of size 2×2, what size will the resulting image be?

Q:

If I want to view the history of my training, how can I access it?

Q:

What’s the name of the API that allows you to inspect the impact of convolutions on the images?

Q:

When exploring the graphs, the loss levelled out at about .75 after 2 epochs, but the accuracy climbed close to 1.0 after 15 epochs. What’s the significance of this?

Q:

Why is the validation accuracy a better indicator of model performance than training accuracy?

Q:

Why is overfitting more likely to occur on smaller datasets?

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