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This is right? (weight file) #50

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yeonsikch opened this issue Jan 17, 2022 · 2 comments
Open

This is right? (weight file) #50

yeonsikch opened this issue Jan 17, 2022 · 2 comments

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@yeonsikch
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Hi.
Thank you for your successful project.

I downloaded the ICDAR2013 pre-trained file of Weakly supervised learning and made inferences.

However, it showed better performance than the MLT pre-trained data for the Korean dataset.(Even for Korean data not included in ICDAR2013)
Is right the weight file learned from scratch with ICDAR 2013 data?

Thnak you.

@yeonsikch
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@mayank-git-hub
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Hello @yeonsikch . The ICDAR13 model is first trained on the SynthText dataset using strong supervision and later fine-tuned using weak supervision on the ICDAR 2013 dataset. As the SynthText dataset has a lot of diversity in the background and font of the text, it is possible that the model generalizes for Korean data as well.

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