Uploaded January 2021 | Updated September 2026, 2 weeks ago

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Learn how to save an AutoEncoder model in Python + Keras. In particular, in this video you’ll learn how to save/load the Autoencoder class parameters with pickle and the model weights with methods native to the Keras API.

Code:
github.com/musikalkemist/generating-sound-with-neural-networks/tree/main/07%20Saving%20the%20model

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Content
0:00 Intro
0:32 Saving the model in the train script
2:33 Save method
5:06 Creating the save folder
6:28 Storing the object parameters
9:33 Storing the model weights
11:29 Load method
14:51 Loading weights
15:50 Saving and loading the model in a script
18:49 What's up next?