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Use TabRecSet to fine tune table transformer #185

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C00pe2 opened this issue Jul 26, 2024 · 4 comments
Open

Use TabRecSet to fine tune table transformer #185

C00pe2 opened this issue Jul 26, 2024 · 4 comments

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@C00pe2
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C00pe2 commented Jul 26, 2024

Hey guys, I already use TabRecSet to fine tune table transformer successful!

I find Table transformer didn't performed well in my task, then I found that there many images in my task are take photo by phone camera.We know table transformer was trained in PubTabs-1M, I think I need to use other datasets to fine tune it. So I tried and Table Transformer performed well in my task afted tuning by TabRecSet now, because there are many scence table images in this dataset.

There are also some conclusion in my practice for you to refer to:

  • Just like @bsmock said in issue#108.I used 9k sample for fine tuing and model performed well

In some reason , I am not allow to upload my checkpoint. So I record my method in my Github table-transformer-finetuning

@zengchan
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The link between TabRecSet dataset and annotation tool is invalid. Can you send me the dataset and annotation tool? Thank you very much,[email protected]

@C00pe2
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C00pe2 commented Aug 20, 2024

The link between TabRecSet dataset and annotation tool is invalid. Can you send me the dataset and annotation tool? Thank you very much,[email protected]

you can download datasets here TabRecSet.This web also contains annotation tools, but I have not download and use it. You can have a try~

@zengchan
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The new URL you provided is also invalid, displaying 403 Forbidden. Can you share it again? Thank you very much

@zengchan
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我下载下来数据集了,很感谢您提供的链接,想问下,您是基于TabRecSet只做了表格检测的工作吗,还是表格检测和表格结构识别都做了?

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