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layoutlm-document-extract
seungwon12/layoutlm-document-extract
layoutlm-document-extract is a token classification model from seungwon12. Use it when you need labels on individual words, such as names. It is set up for transformers.
if you want to use this model then you have to preprocessing the data to use this model.(use LayoutLMv2Processor models)
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- layoutlmv2
- Access
- Public
- Created
- Jan 12, 2023
- Updated
- Feb 2, 2023
- SHA
- 7312601a
Model card
From the Hugging Face model README
Document extract
This model is layoutlmv2 base model
if you want to use this model then you have to preprocessing the data to use this model.(use LayoutLMv2Processor models)
Process
- I used Korean language invoice document image data to training this model
- Use Naver Clova service for extract text data from images
- Determining text Label(target) for each text box
- Combining the image text, bounding box position data, Label
- And use LayoutLMv2Processor models for encoding the data
- Do prediction for encoded data to this model
- Task
- Token Classification
- Library
- transformers
- Type
- layoutlmv2
- Languages
- ko, en
- Created
- Jan 12, 2023
- Updated
- Feb 2, 2023