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CIVQA_LayoutLMv3
Sharka/CIVQA_LayoutLMv3
CIVQA_LayoutLMv3 is a document question answering model from Sharka. Use it for the document question answering task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
This is a fine-tuned version of the LayoutLMv3 model, which was trained on Czech Invoice Visual Question Answering (CIVQA) datasets containing invoices in the Czech language.
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At a glance
- Task
- Document Question Answering
- Library
- transformers
- License
- mit
- Model type
- layoutlmv3
- Access
- Public
- Created
- Dec 18, 2023
- Updated
- Jan 27, 2024
- SHA
- 985115b5
Model card
From the Hugging Face model README
LayoutLMv3 Model Fine-tuned with CIVQA (Tesseract) dataset
This is a fine-tuned version of the LayoutLMv3 model, which was trained on Czech Invoice Visual Question Answering (CIVQA) datasets containing invoices in the Czech language.
This model enables Document Visual Question Answering on Czech invoices.
All invoices used in this dataset were obtained from public sources. Over these invoices, we were focusing on 15 different entities, which are crucial for processing the invoices.
- Invoice number
- Variable symbol
- Specific symbol
- Constant symbol
- Bank code
- Account number
- ICO
- Total amount
- Invoice date
- Due date
- Name of supplier
- IBAN
- DIC
- QR code
- Supplier's address
You can find more information about this model in this paper.
- Task
- Document Question Answering
- Library
- transformers
- Type
- layoutlmv3
- License
- mit
- Languages
- cs
- Created
- Dec 18, 2023
- Updated
- Jan 27, 2024