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What is the best practice to increase the number of tags of an existing model without retraining the whole model again? #78

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stugito opened this issue Jan 13, 2022 · 0 comments
Open

What is the best practice to increase the number of tags of an existing model without retraining the whole model again? #78

stugito opened this issue Jan 13, 2022 · 0 comments

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@stugito
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stugito commented Jan 13, 2022

What is the best practice to increase the number of tags of an existing model without retraining the whole model again?
Possible solutions like freezing layers or train a seperate model for each batch of new tags?
So if we freeze the layers what approach you suggest to freeze which layers and how?
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