Document-Analysis-Recognition

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Document-Analysis-Recognition

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## Documentation
- [Survey Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/Survey.md)
- [Experimental Documentation](https://github.com/Noba1anc3/MFCNN/wiki/Layout-Analysis)

## DocBank: A Benchmark Dataset for Document Layout Analysis @ arXiv:2006.01038
Quality : ⭐⭐⭐  
- [Paper Link](https://arxiv.org/pdf/2006.01038)
- [Paper Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/DocBank:%20A%20Benchmark%20Dataset%20for%20Document%20Layout%20Analysis.md)

## LayoutLM: Pre-training of Text and Layout for Document Image Understanding @ KDD 2020
Quality : ⭐⭐⭐  
- [Paper Link](https://arxiv.org/pdf/1912.13318)  
- [Paper Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/LayoutLM:%20Pre-training%20of%20Text%20and%20Layout%20for%20Document%20Image%20Understanding.md)

## Publaynet: Largest Dataset Ever for Document Layout Analysis @ ICDAR 2019 Awards Best Paper Award
Quality : ⭐⭐  
- [Paper Link](https://arxiv.org/pdf/1908.07836)  
- [Implementation](https://github.com/Noba1anc3/Publaynet)

## Cutie: Learning to Understand Documents with Convolutional Universal Text Information Extractor
Quality :    
- [Paper Link](https://arxiv.org/pdf/1903.12363)
- [Paper Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/Cutie:%20Learning%20to%20understand%20documents%20with%20convolutional%20universal%20text%20information%20extractor.md)

## Visual Detection with Context for Document Layout Analysis @ EMNLP 2019
Quality : ⭐  
- [Paper Link](https://www.aclweb.org/anthology/D19-1348.pdf)  
- [Paper Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/Visual%20Detection%20with%20Context%20for%20Document%20Layout%20Analysis.md)

## BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding @ NeurIPS 2019
Quality : ⭐⭐  
- [Paper Link](https://arxiv.org/pdf/1909.04948.pdf)
- [Paper Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/BERTgrid:%20Contextualized%20Embedding%20for%202D%20Document%20Representation%20and%20Understanding.md)

## Chargrid: Towards Understanding 2D Documents @ EMNLP 2018
Quality : ⭐⭐
- [Paper Link](https://arxiv.org/pdf/1809.08799)
- [Paper Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/Chargrid:%20Towards%20Understanding%202D%20Documents.md)

## Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks @ CVPR 2017
Quality : ⭐⭐⭐  
- [Paper Link](https://arxiv.org/pdf/1706.02337)  
- [Paper Documentation](https://github.com/Noba1anc3/MFCN/wiki/MFCNN-Paper-Documentation)  
- [Implementation](https://github.com/Noba1anc3/MFCNN)  
- [Research & Experimental Documentation](https://github.com/Noba1anc3/MFCNN/wiki/Layout-Analysis)

## Multi-scale Multi-task FCN for Semantic Page Segmentation and Table Detection @ ICDAR 2017
Quality : ⭐⭐  
- [Paper Link](https://arxiv.org/pdf/)  
- [Paper Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/Multi-scale%20Multi-task%20FCN%20for%20Semantic%20Page%20Segmentation%20and%20Table%20Detection.md)

## CloudScan - A configuration-free invoice analysis system using recurrent neural networks @ ICDAR 2017
Quality : ⭐⭐  
- [Paper Link](https://arxiv.org/pdf/1708.07403)  
- [Paper Documentation](https://github.com/Noba1anc3/Document-Analysis-Recognition/blob/master/CloudScan%20-%20A%20configuration-free%20invoice%20analysis%20system%20using%20recurrent%20neural%20networks%20@%20ICDAR%202018.md)

Document-Analysis-Recognition

Document-Analysis-Recognition Latest Version Download

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Document-Analysis-Recognition

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