unilm icon indicating copy to clipboard operation
unilm copied to clipboard

Published 20 hours ago • verified publisher icon microsoft

What tool to use to annotate the image data for training LayoutLMv2 model?

Open karndeepsingh opened this issue 2 years ago • 7 comments

Hi, I have financial image documents and want to extract few entities from the image documents like Name, property address, page number etc. And want to use LayoutLMv2 model. For this reason, I need to prepare dataset for training the model hence I am unable to find a proper tool to annotate the dataset and prepare according to LayoutLMv2. Please help me to choose the right tool to annotate and prepare the data for fine tuning.

Thanks

karndeepsingh avatar Mar 23 '22 20:03 karndeepsingh

This might help. https://github.com/microsoft/OCR-Form-Tools

wolfshow avatar Mar 24 '22 03:03 wolfshow

This might help. https://github.com/microsoft/OCR-Form-Tools

@wolfshow Thanks for sharing. Just one more questions, Does it saves annotation in LayoutLM required format? Or need to convert those annotation into the desired format? If so then is their any script available to convert these annotation?

Thanks

karndeepsingh avatar Mar 24 '22 05:03 karndeepsingh

Did you try out the above tool? @karndeepsingh

seanbenhur avatar Apr 24 '22 09:04 seanbenhur

Did you try out the above tool? @karndeepsingh

Have u found an open source tool for this task ? labeling layoutlm

Rajeshwar21 avatar Jul 15 '22 06:07 Rajeshwar21

Did you try out the above tool? @karndeepsingh

Have u found an open source tool for this task ? labeling layoutlm

I used paid tool called UBIAI to annotate for LayoutLm

karndeepsingh avatar Jul 16 '22 02:07 karndeepsingh

Did you try out the above tool? @karndeepsingh

Have u found an open source tool for this task ? labeling layoutlm

I used paid tool called UBIAI to annotate for LayoutLm

Hi @karndeepsingh how much it costs for paid version? I have around 1K invoices to be trained Is the annotation done online or can the tool be installed in local machine like LabelStudio ? Thanks

vcjayan avatar Sep 27 '22 12:09 vcjayan

Did you try out the above tool? @karndeepsingh

Have u found an open source tool for this task ? labeling layoutlm

I used paid tool called UBIAI to annotate for LayoutLm

Hi @karndeepsingh how much it costs for paid version? I have around 1K invoices to be trained Is the annotation done online or can the tool be installed in local machine like LabelStudio ? Thanks

Hi @vcjayan, You can mail your queries in the following email id : [email protected]

Hope it helps.

Thanks, Karndeep Singh

karndeepsingh avatar Sep 27 '22 13:09 karndeepsingh