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Tips for training model on form with missing key fields #54788

Closed jjacks closed 4 years ago

jjacks commented 4 years ago

Do you have any tips for improving model scores (other than using more input samples) when manually training a custom model on a form that does not use label keys for certain fields? (e.g. columns of a data in a table without column headers) Thank you!

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ram-msft commented 4 years ago

@jjacks Thanks for the question. We are investigating the issue and will update you shortly.

ram-msft commented 4 years ago

@jjacks Thanks for the feedback. you can try and use the Form Recognizer train with labels feature and label these tables as key value pairs, labeling each cell of the table as a value. Please note you will need to label and train with 5 samples with the maximum number of rows in the tables.

We can train the model to be accurate in table structure recognition. But it seems the train with labeling is only associate with Key-value identification.

ram-msft commented 4 years ago

@jjacks We will now proceed to close this thread. If there are further questions regarding this matter, please tag me in your reply. We will gladly continue the discussion and we will reopen the issue.