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:¶
FREE VS Code / PyCharm Extensions I Use
✅ Write cleaner code with Sourcery, instant refactoring suggestions: Link*
PySaaS: The Pure Python SaaS Starter Kit
🚀 Build a software business faster with pure Python: Link*