ac-gan | tensorflow implementation of google 's AC-GAN | Machine Learning library
kandi X-RAY | ac-gan Summary
kandi X-RAY | ac-gan Summary
A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).
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Top functions reviewed by kandi - BETA
- Define discriminator .
- Runs the generator .
- Define a generator .
- Perform alt train .
ac-gan Key Features
ac-gan Examples and Code Snippets
Community Discussions
Trending Discussions on ac-gan
QUESTION
I am currently trying to add a feature to interrupt and resume training on a GAN created form this example code: https://machinelearningmastery.com/how-to-develop-an-auxiliary-classifier-gan-ac-gan-from-scratch-with-keras/
I managed to get it working in a way where I save the weights of the entire composite GAN in the summarize_performance function, which gets triggered every 10 epochs, like this:
...ANSWER
Answered 2021-Oct-26 at 07:18Maybe consider using tf.train.Checkpoint, if you would like to restore your entire GAN:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install ac-gan
You can use ac-gan like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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