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xmengli avatar xmengli commented on July 26, 2024

Using kaggle pretrained model will improve the result ~1%. In our paper, we use imagenet pretrained model.

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GuoleiSun avatar GuoleiSun commented on July 26, 2024

Yes, thanks. What kaggle images do you use to train it?

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xmengli avatar xmengli commented on July 26, 2024

https://www.kaggle.com/c/diabetic-retinopathy-detection/data This dataset

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xmengli avatar xmengli commented on July 26, 2024

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GuoleiSun avatar GuoleiSun commented on July 26, 2024

I see, thanks a lot

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GuoleiSun avatar GuoleiSun commented on July 26, 2024

Hi, another question: how do u train Kaggle DR pertained model? do u use ImageNet pretrained model as initialisation when training on Kaggle images?

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ahmedgamaleldin14 avatar ahmedgamaleldin14 commented on July 26, 2024

@GuoleiSun Doing lots of experiments, I think it is always better to use ImageNet as a pretrained model.

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