Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for CIFAR-10

Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for CIFAR-10

Assessment

Interactive Video

Computers

9th - 10th Grade

Hard

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The video tutorial guides viewers through a collab notebook for image classification using Tensorflow 2.0 and a convolutional neural network on the CFAR 10 dataset. It covers data loading, model building, training, and evaluation. The tutorial highlights differences in data preparation and model architecture compared to previous examples. It also discusses potential overfitting issues and the use of a confusion matrix for analyzing misclassified examples.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What does the validation accuracy indicate about the model's performance?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What observations were made regarding the misclassified examples in the confusion matrix?

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