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Hi. I have asked about fine-tuning dataset information in #1282 before. I have similar question about iNaturalist 2019 dataset. In iNaturalist 2019 train/val annotation files, (downloaded here) the number of train images is 265213 and the number of valid images is 3030. However, train/val split is reported as 265240/3003 in Deit, Resnet Strikes Back, CeiT. (see table in below pictures). I am sorry for asking about dataset details multiple times, but can you help me figuring out how can we get the same number of train/val split for iNaturalist 2019 dataset ?
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Replies: 1 comment 2 replies
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@hankyul2 that specific split that came from my co-authors (as you may note from the commonality with Deit, etc. It was run on FB infra w/ some scripts they customized for their job batching) so I wasn't directly involved in that part. I can check if the code I have mentions the split though... |
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@rwightman Thank you for your answer. |
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For future reader, correct train/val split is 265213/3030. Thank you again @rwightman. 😊 |
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@hankyul2 that specific split that came from my co-authors (as you may note from the commonality with Deit, etc. It was run on FB infra w/ some scripts they customized for their job batching) so I wasn't directly involved in that part. I can check if the code I have mentions the split though...