Combine results of prebuilt model and custom model in Form Recognizer

vidhi_manch 1

Most of the key-value pairs I need, I'm able to extract using a pre-built Form Recognizer model. However, I need some more specific key-value pairs for which I was able to train a custom neural model.
How do I combine the results from both of these?

YutongTie-MSFT 46,986 Reputation points

2022-08-08T22:45:57.753+00:00

Hello @vidhi_manch

Prebuilt model is the foundation of custom model, it will work for your untrained part as far as I know. If there any bad result you get for this situation? Or you want to get all key-value pairs for prebuilt model and custom model?

Regards,
Yutong
vidhi_manch 1 Reputation point

2022-08-12T05:48:11.727+00:00

I want to use prebuilt-invoice as well as a custom trained model and want the results together. I tried using the compose model option, but got an error. What can I do to combine this?
YutongTie-MSFT 46,986 Reputation points

2022-08-16T05:39:08.107+00:00

Hello @vidhi_manch

I got it, let me double check the base model and I will let you know, thanks.

Regards,
Yutong
Curtis Conner 1 Reputation point

2023-05-29T05:14:51.7966667+00:00

Any update on this, i want to use the standard Invoice model with some additional forms that it does not recognize and want to combine these models
Choudhary, Sameer 0 Reputation points

2024-01-18T19:31:33.8866667+00:00

Any update on the possibility of combining pre-built and custom model