Regarding adding examples of semi-supervised image classification with GANs about keras-io HOT 8 CLOSED

@fchollet did you have the chance to consider it? If not I can definitely understand you might have been swamped :)

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What's the TL;DR of what the code does?

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It shows how to use a vanilla DCGAN for image classification in a semi-supervised way. The benefit we get here is this technique can really shine when we don't have access to a lot of labeled data. It's, in fact, a minimal implementation of this paper.

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I think it's somewhat too experimental and not practical enough to be featured as a code example. But a state-of-the-art semi-supervised classification example would be great I think.

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When proposing this idea, my understanding was that a lot of people would be interested in the workflow that uses GANs for semi-supervised learning problems. I will drop it if it does not reflect that thought.

But a state-of-the-art semi-supervised classification example would be great I think.

Any recommendations?

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Hi @sayakpaul , Just checking if this is issue is still valid.
If not, could you please close the issue. Thanks!

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This issue is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you.

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This issue was closed because it has been inactive for 28 days. Please reopen if you'd like to work on this further.

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