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---
layout: page
title: FUNSD
permalink: /
---
<!-- Slider Start -->
<section id="slider">
<div class="container">
<div class="row">
<div class="col-md-10 col-md-offset-2">
<div class="block">
<h1 class="animated fadeInUp">FUNSD: Form Understanding in <br> Noisy Scanned Documents</h1>
<p class="animated fadeInUp">A dataset for Text Detection, Optical Character Recognition, Spatial Layout Analysis and Form Understanding.</p>
</div>
</div>
</div>
</div>
</section>
<!-- Wrapper Start -->
<section id="intro">
<div class="container">
<div class="row">
<div class="col-md-7 col-sm-12">
<div class="block">
<div class="section-title">
<h2>Dataset Overview</h2>
<p>A dataset for the document understanding community. </p>
<ul>
<li><h3> <font color="red" size="8"> 199 </font> fully annotated forms</h3></li>
<li><h3> <font color="green" size="8"> 31485 </font> words</h3></li>
<li><h3> <font color="blue" size="8"> 9707 </font> semantic entities</h3></li>
<li><h3> <font color="orange" size="8"> 5304 </font> relations </h3></li>
</ul>
</div>
</div>
</div><!-- .col-md-7 close -->
<div class="col-md-5 col-sm-12">
<div class="block">
<img src="img/form_example.png" alt="Img">
</div>
</div><!-- .col-md-5 close -->
</div>
</div>
</section>
<section id="examples">
<div class="container">
<div class="row">
<div class="col-md-12">
<div class="block">
<div class="section-title">
<h2>Citation</h2>
<p>If you use this dataset for your research, please cite our <a href="https://arxiv.org/pdf/1905.13538.pdf">paper</a>:
<div class="cite">G. Jaume, H. K. Ekenel, J. Thiran "FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents," 2019</div>
<p>Bibtex format:</p>
<div class="cite">
<code>
@inproceedings{jaume2019,<br/>
title = {FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents},<br/>
author = {Guillaume Jaume, Hazim Kemal Ekenel, Jean-Philippe Thiran},<br/>
booktitle = {Accepted to ICDAR-OST},<br/>
year = {2019}<br/>
}
</code>
</div>
</div>
</div>
</div>
</section>
<!-- Wrapper Start -->
<section id="examples">
<div class="container">
<div class="row">
<div class="col-md-7 col-sm-12">
<div class="block">
<div class="section-title">
<h2>Examples</h2>
<p>Word grouping and semantic entity labeling. </p>
</div>
</div>
</div><!-- .col-md-7 close -->
</div>
</div>
</section>
<!-- Wrapper Start -->
<section id="example">
<div class="container">
<div class="row">
<div class="center">
<div class="block">
<img src="img/two_forms.png" alt="Img" width="100%" height="100%">
</div>
</div><!-- .col-md-5 close -->
</div>
</div>
</section>