A question about reproducing the results

[zhangyikaii]

Hi, thanks for your excellent work and friendly code style. I encountered some difficulties in reproducing the results.

I directly passed the path where the downloaded dataset was located, but the result was quite different.

Next, I use the dataloader implemented here for the FGVCAircraft dataset. Which class type of this dataset should I use? Different parts of this dataset have a significant impact on the results.
So I can not reproduce the results in the paper.

Thanks again. I look forward to hearing from you!

[youkaichao]

You should use the "variant" type with 100 classes. Here are the 100 classes in my computer: [image: image.png] Yi-Kai Zhang ***@***.***> 于2022年7月20日周三 23:49写道：

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Hi, thanks for your excellent work and friendly code style. I encountered some difficulties in reproducing the results. I directly passed the path where the downloaded dataset was located, but the result was quite different. Next, I use the dataloader implemented here <https://github.com/lvyilin/pytorch-fgvc-dataset/blob/master/aircraft.py> for the FGVCAircraft dataset. *Which class type* of this dataset should I use? *Different parts* of this dataset have a significant impact on the results. So I can not reproduce the results in the paper. Thanks again. I look forward to hearing from you! [image: image] <https://user-images.githubusercontent.com/46623714/180023729-268ec91c-0a9f-4289-b07f-74ab102b2146.png> [image: image] <https://user-images.githubusercontent.com/46623714/180026099-a6ab1ba1-1f07-4037-9d54-de550c638b1e.png> — Reply to this email directly, view it on GitHub <#12>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AFRJAHQCUUQH7YPQDQTSRBLVVANYVANCNFSM54EGA4IA> . You are receiving this because you are subscribed to this thread.Message ID: ***@***.***>

-- All my best wishes! KaiChao YOU School of Software Tsinghua University Beijing 100084 People's Republic of China E-mail: ***@***.*** / ***@***.*** Homepage: https://youkaichao.github.io

[zhangyikaii]

@youkaichao
Thanks for your reply. I found that I also need to take the trainval part. I have reproduced the original result.

Thank you very much!