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ljwztc / CLIP-Driven-Universal-Model

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.
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For the results of BTCV in the reproduction paper #44

Closed Adoreeeeee closed 11 months ago

Adoreeeeee commented 1 year ago

For the results of BTCV in the reproduction paper, I have some questions I want to ask, the 5-fold cross-verification method you mentioned, is it done five times with train.py and val.py? According to the classification in BTCV.json. Looking forward to your reply

ljwztc commented 1 year ago

Yes. We trained five different models according to the split in BTCV.json, but the code is not exactly same with train.py and val.py.

AustinYuAo commented 11 months ago

Hi, sorry to bother you. I want to reproduce the Swin UNETR model, how many epochs do I need to train, is the preprocessing the same as https://github.com/ljwztc/CLIP-Driven-Universal-Model/blob/2239db89c61daa985f4c6c11a10fd3e7f7b0d6e5/dataset/dataloader.py#L225C22-L225C22? Do I need to be aware of anything else?

ljwztc commented 11 months ago

We conduct five-cross validation according to this file. More details please refer to https://github.com/ljwztc/CLIP-Driven-Universal-Model/issues/26

AustinYuAo commented 11 months ago

Thank you very much for your response. We have also submitted our training results to the official website, but we haven't received any results yet. Can I ask if you know how to obtain the segmentation results? I am eagerly looking forward to your reply.