Classify Lego Star Wars Minifigures - TensorFlow Beginner 08

In this part we use a real image dataset from Kaggle with Lego Star Wars Minifigures and do a full project walkthrough.

In this part we use a real image dataset from Kaggle with Lego Star Wars Minifigures and do a full project walkthrough. I show you how to load the data using a tensorflow ImagaDataGenerator and implement a convolutional neural net to do image classification. I also introduce some new concepts like image augmentation and keras callbacks.

All code and slides from this course can be found on GitHub.

Download the dataset:¶

• https://www.kaggle.com/ihelon/lego-minifigures-classification

Links:¶

• Image Data Generator
• Data Augmentation
• Keras Callbacks