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Image Size Setting for LPV-Base and Fairness of Comparison #3

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Apostatee opened this issue Sep 3, 2024 · 1 comment
Open

Image Size Setting for LPV-Base and Fairness of Comparison #3

Apostatee opened this issue Sep 3, 2024 · 1 comment

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@Apostatee
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Apostatee commented Sep 3, 2024

This work is very impressive! However, I noticed that the image size for LPV-Base is set to 48x160, but this detail was not mentioned in your paper. Could this be a key reason why it outperforms other methods using 32x128 image sizes? It seems that comparing the results without considering this difference might not be entirely fair.

@Apostatee Apostatee changed the title Clarification on Image Size Setting for LPV-Base and Fairness of Comparison Image Size Setting for LPV-Base and Fairness of Comparison Sep 3, 2024
@CyrilSterling
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Thank you for your interest in our paper. In fact, the structure of our encoder is consistent with SVTR (which is one of the most advanced STR models at the time of our paper was published). And the SVTR-Base model has an input size of 48*160. Therefore, we directly follow this setting.

In addition, through experiments, we can actually find that the change of the image input size does not bring a great impact on the final model performance.

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