Transfer Learning - TensorFlow Beginner 09

In this part we improve our model from last time to classify Lego Star Wars Minifigures by using Transfer Learning.

In this part we improve our model from last time to classify Lego Star Wars Minifigures. We use Transfer Learning for this. A very simple yet powerful technique that uses a pre-trained model and modifies the last layer/s to adapt it to the given data.

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

Download the dataset:¶

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

Links:¶

• Keras Pretrained Models
• Image Data Generator
• Data Augmentation
• Keras Callbacks