Questions tagged [document-understanding]

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Object Detection: Unusual warning while training Detectron2 Faster R-CNN

I am trying to train a Detectron2 faster_rcnn_R_50_FPN_3x model on a custom dataset, pretrained on PublayNet Dataset. While training, I am getting the following warning: ...
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Entity Linking for Receipts [closed]

I am building a model for reading receipts from their mobile snapshots. After the receipt is OCR'd, I plan to use a variation on LayoutLM for entity extraction. Entities are: "quantity", &...
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What is the meaning of, or explanation for, having multiple tags in a Doc2Vec model's TaggedDocuments?

I've tried reading the other answers on this topic but I'm unsure if I understand completely. For my dataset, I have a series of tagged documents, "good" or "bad." Each document ...
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2answers
56 views

"Object" Detection in Textual Data

I have a task where the input is a parsed document (i.e., full text in 1 string or tokens) and I need to classify parts of the text into say 5 classes (i.e., 5 tokens from the entire text are labeled ...
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1answer
19 views

Document clustering to merge common labels

I am building a recommendation system and I have to clean up some of the labels that I have. For example of the data df['resolution_modified'].value_counts() Gives ...
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1answer
50 views

Identify Resume Structure

I am trying to build a resume parser (from PDF to JSON). After extracting text from a pdf as one long string, how would you split the string into different sections like the red lines show. Resumes ...