how to use pretraining?

Want to understand the training process better? Got tips for which model to use and when? This is the place for you


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park
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how to use pretraining?

Post by park »

Hello,

I'm a student studying faceswap.
Through [Tip] Training best practices, I learned about pretraining/model.

I want to know about pretraining,
but nobody uses it, do there is no guide.

So if you are okay,
can you tell me how to use pretraining?

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torzdf
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Re: how to use pretraining?

Post by torzdf »

I'm personally of the opinion that pre-training offers little to no benefit.

The basic concept is to start training a model on lots of random faces so it learns what a face is, prior to moving over to your actual training set.

My word is final

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park
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Re: how to use pretraining?

Post by park »

I know from your post that this method is not good.

But I just want to know about various methods for pretraining.

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torzdf
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Re: how to use pretraining?

Post by torzdf »

Unfortunately I'm not the person to ask. Hopefully [mention]bryanlyon[/mention], or someone who uses it will be along to offer some tips.

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Re: how to use pretraining?

Post by bryanlyon »

Pretraining is where you train the model with other faces before you try to train it for your original and swap faces. That's all pretraining is, however, we do not recommend it since it damages the model's ability to focus on a single identity swap.

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