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Published 20 hours ago • verified publisher icon microsoft

Fine-tuning Tutorial

Open Iron-man-0 opened this issue 2 years ago • 4 comments

I'm confused on how to fine-tune the model on custom dataset for table structure recognition. I had few questions regarding fine-tuning process.

  1. What should be the folder structure for the dataset.
  2. Also, I tried to execute main.py file and got the following error.

image

It would be really helpful if someone provide a fine-tuning example on any sample dataset. Thank You so much. cc'ing @bsmock for visibility

Iron-man-0 avatar Oct 19 '22 20:10 Iron-man-0

Hi,

See this link for all tutorials: https://github.com/microsoft/table-transformer/issues/68#issuecomment-1282409585

NielsRogge avatar Nov 01 '22 07:11 NielsRogge

@Iron-man-0 Have you got any tutorial to fine-tune the model? If yes, please share the link or answer this question please:

  1. What should be the folder structure for the dataset

sanprit avatar Jun 02 '23 05:06 sanprit

@NielsRogge Hi, I was trying to train the model for table detection using the procedure given in the README. But after following all the procedures I am getting and error RuntimeError: Directory 'static/' does not exist. I am attaching an image as well please help me put here. Screenshot 2023-06-27 121016

SentinelReacon avatar Jun 27 '23 06:06 SentinelReacon

This (https://github.com/microsoft/table-transformer/issues/125) might help you.

isarker avatar Jun 30 '23 08:06 isarker