Train neural network using transfer learning – Fine-tuning MobileNet with Keras

Train neural network using transfer learning - Fine-tuning MobileNet with Keras

In this video, we’ll be training our fine-tuned MobileNet model on images from our own data set, and we’ll also be evaluating the model by using it to predict on unseen images. From the work we did together in the last video, we now have a MobileNet model that has been built and fine-tuned to be able to classify images of cats and dogs. We’re now going to train the model, observe the results, and then we’ll use the model for inference to evaluate how well the model predicts on images that it didn’t see during training or validation.

All code files are now being posted to Patreon as a new perk for deeplizard patrons! The files are currently public but will be available as a patron-only reward soon. Check out the details regarding deeplizard perks and rewards at:
MobileNet code:

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Recommended books on AI:
The Most Human Human: What Artificial Intelligence Teaches Us About Being Alive:
Life 3.0: Being Human in the Age of Artificial Intelligence

Data Science –
Machine Learning –
Keras –

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