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layoutlmv3-base-finetuned-publaynet
HYPJUDY/layoutlmv3-base-finetuned-publaynet
layoutlmv3-base-finetuned-publaynet is a machine learning model from HYPJUDY. Use it for the machine learning 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 cc-by-nc-sa-4.0.
The model layoutlmv3-base-finetuned-publaynet is fine-tuned on the PubLayNet dataset initialized from microsoft/layoutlmv3-base. This finetuned model achieves an overall mAP @ IOU [0.50:0.95] of 95.1 on the PubLayNet…
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At a glance
- Library
- transformers
- License
- cc-by-nc-sa-4.0
- Model type
- layoutlmv3
- Access
- Public
- Created
- Apr 18, 2022
- Updated
- Sep 16, 2022
- SHA
- 1c4d2cf6
Model card
From the Hugging Face model README
layoutlmv3-base-finetuned-publaynet
The model layoutlmv3-base-finetuned-publaynet is fine-tuned on the PubLayNet dataset initialized from microsoft/layoutlmv3-base. This finetuned model achieves an overall mAP @ IOU [0.50:0.95] of 95.1 on the PubLayNet validation set.
Paper | Code | Microsoft Document AI
If you find LayoutLMv3 helpful, please cite the following paper:
@inproceedings{huang2022layoutlmv3,
author={Yupan Huang and Tengchao Lv and Lei Cui and Yutong Lu and Furu Wei},
title={LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking},
booktitle={Proceedings of the 30th ACM International Conference on Multimedia},
year={2022}
}
License
The content of this project itself is licensed under the Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). Portions of the source code are based on the transformers project. Microsoft Open Source Code of Conduct
- Library
- transformers
- Type
- layoutlmv3
- License
- cc-by-nc-sa-4.0
- Created
- Apr 18, 2022
- Updated
- Sep 16, 2022