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HungVu307 / Few-shot-via-ensembling-Transformer-with-Mahalanobis-distance

This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric Learning from Multiscale Features". IEEE Transactions on Instrumentation and Measurement (Accepted)
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Paderborn University dataset #3

Open HungVu307 opened 4 months ago

HungVu307 commented 4 months ago

Hi guys,

I receive many emails asking about PU dataset. Everyone can refer to the following link to download: https://github.com/JvdHoogen/paderborn_bearing/blob/main/paderborn_bearing/datafiles.txt

Cheers, Hung

yumingjie0405 commented 1 month ago

嗨，大家好，

我收到很多邮件询问PU数据集，大家可以参考以下链接下载： https://github.com/JvdHoogen/paderborn_bearing/blob/main/paderborn_bearing/datafiles.txt

干杯， 洪

Hello Author, I would like to ask how you convert the original .mat format data and labels into .pt format data and labels? I have a custom dataset in a similar format to the PU dataset, and I would like to know the method of conversion.

zhangVivian666 commented 3 weeks ago

嗨，大家好， 我收到很多邮件询问PU数据集，大家可以参考以下链接下载： https://github.com/JvdHoogen/paderborn_bearing/blob/main/paderborn_bearing/datafiles.txt 干杯， 洪

Hello Author, I would like to ask how you convert the original .mat format data and labels into .pt format data and labels? I have a custom dataset in a similar format to the PU dataset, and I would like to know the method of conversion. 同学你好，我想问一下这一篇论文关于PU数据集预处理部分处理使相关事宜，方便交流一下吗？

zhangVivian666 commented 1 week ago

Hi guys,

I receive many emails asking about PU dataset. Everyone can refer to the following link to download: https://github.com/JvdHoogen/paderborn_bearing/blob/main/paderborn_bearing/datafiles.txt

Cheers, Hung

Hello Author,I encountered a little trouble when processing the PU dataset. The method structure I used was not satisfactory. The result of 1shot-trainsample195 was only about 60%, so I would like to ask if you are willing to provide [data.pt] and [label.pt]. If you can, I will be very grateful.