Deep Learning CNN Convolutional Neural Networks with Python - Introduction to TensorFlow Activity

Deep Learning CNN Convolutional Neural Networks with Python - Introduction to TensorFlow Activity

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial provides an overview of using the Caltech dataset with 256 classes, which is smaller than Imagenet but significant on its own. The goal is to build and train a CNN using TensorFlow, with data split into validation and training sets. The tutorial suggests experimenting with different architectures and using Google Colab for execution. It advises against creating very deep networks due to CPU limitations, encouraging learners to get comfortable with TensorFlow.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What platform is suggested for running the project?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What should you get comfortable with while working on this project?

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