How to Train a Custom Invoice Text Extraction OCR Model with YOLOv8 + Paddle OCR

[@oxydol3456]

informative video. so yolo can also handle with reading receipts, invoices.

[@odspace18]

How do i train it differently for billing address, payers address, senders address etc. how do i make detect different addresses differently

[@AriefWijayaisMRAW]

How to extract the items in a proper format? is it part of post processing or we can generate using the model?

[@theos-ai]

Label the entire item row as a separate class.

[@AriefWijayaisMRAW]

@@theos-ai using SER from PaddleOCR or another NLP? I can't find any documentation abt it. Thanks for help

[@farhanpasha5321]

Cany you provide datasets link

[@sandipsalunkhe-p9l]

I am Student and I am working personally this project to extract specific invoices patterns can you help me which ML models you used and how train that model I am trying with only OCR and Regex I have to upgrade in project. help me to getting good accuracy.

[@theos-ai]

Sure, send us an email to [e-mail] and we will help you.

[@younessbenkirane6574]

hello can you please tell me where did you get all those examples of invoices ,i really need it for my project

[@ravivb2705]

hello have you found the examples of invoices if you did then please share with me

[@MohamedElGhazi-ek6vp]

I can give them to you if you want. how much examples do you need

[@huyphan-vi3pv]

can i using other OCR model ?

[@theos-ai]

Yes you can.

[@TGajanan]

mostly invoices are online generated pdf formate so how can we train that pdf will it works or need to convert our pdf to images then train ?

[@theos-ai]

Convert the PDF to images first.

[@YorgioTv]

Can I run the model in my own hosting?

[@theos-ai]

Of course, you can download the weights from the training experiment in Theos.

[@cafercalisan]

@@theos-ai how can do i can you explain? Or have you any tutorial video about that? İt's important me