Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 1)

Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 1)

Assessment

Interactive Video

Computers

9th - 12th Grade

Hard

Created by

Wayground Content

FREE Resource

The video tutorial covers transfer learning with data augmentation using a prepared Colab notebook. It guides viewers through importing necessary modules, downloading and organizing a dataset for binary classification, and setting up a VGG16-based neural network. The tutorial explains how to reorganize image files, set paths and image sizes, and build a model architecture using the functional API. It also demonstrates data augmentation techniques and model training, achieving high accuracy. The tutorial concludes with a discussion on the model's performance and potential improvements.

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OPEN ENDED QUESTION

3 mins • 1 pt

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