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:¶
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