For the full set of chapters on transfer learning and fine-tuning, please refer to the text.Įarlier in this series of posts on transfer learning, we learned how to treat a pre-trained Convolutional Neural Network as a feature extractor. Note: The following section has been adapted from my book, Deep Learning for Computer Vision with Python. Let’s get started! What is fine-tuning? Figure 1: Fine-tuning with Keras and deep learning using Python involves retraining the head of a network to recognize classes it was not originally intended for.
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