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index.html
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<html>
<!-- Import Scripts -->
<script src="https://code.jquery.com/jquery-3.6.1.js" integrity="sha256-3zlB5s2uwoUzrXK3BT7AX3FyvojsraNFxCc2vC/7pNI=" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.7/umd/popper.min.js" integrity="sha384-UO2eT0CpHqdSJQ6hJty5KVphtPhzWj9WO1clHTMGa3JDZwrnQq4sF86dIHNDz0W1" crossorigin="anonymous"></script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/js/bootstrap.min.js" integrity="sha384-JjSmVgyd0p3pXB1rRibZUAYoIIy6OrQ6VrjIEaFf/nJGzIxFDsf4x0xIM+B07jRM" crossorigin="anonymous"></script>
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css" integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T" crossorigin="anonymous">
<script src="https://unpkg.com/@popperjs/core@2/dist/umd/popper.min.js"></script>
<script src="https://unpkg.com/tippy.js@6/dist/tippy-bundle.umd.js"></script>
<!-- End Import Scripts -->
<link rel="stylesheet" href="./CSS/Visualizer.css">
<link rel="stylesheet" href="./CSS/Home.css">
<head>
<title>OK-VQAv2</title>
</head>
<nav class="navbar navbar-expand-lg navbar-dark bg-dark navbar-fix">
<a class="navbar-brand" href="#">OK-VQAv2</a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="navbar-collapse" id="navbarSupportedContent">
<ul class="navbar-nav me-auto">
<li class="nav-item active">
<button type="button" class="btn navButton button" id="homeButton">Home</button>
</li>
<li class="nav-item active">
<div class="btn-group" id="buttons">
<button type="button" class="btn button" id="dataVisualizerButton">Data Visualizer - Validation</button>
<button type="button" class="btn dropdown-toggle dropdown-toggle-split button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">
<span class="sr-only">Toggle Dropdown</span>
</button>
<div class="dropdown-menu">
<div class="form-check dropdown-item">
<input class="form-check-input" type="radio" name="flexRadioDefault" id="flexRadioDefault1">
<label class="form-check-label" for="flexRadioDefault1">
Training
</label>
</div>
<div class="form-check dropdown-item">
<input class="form-check-input" type="radio" name="flexRadioDefault" id="flexRadioDefault2" checked>
<label class="form-check-label" for="flexRadioDefault2">
Validation
</label>
</div>
<a class="dropdown-item closer" href="#" id="unsureRemove">Unsure Remove</a>
<a class="dropdown-item closer" href="#" id="unsureAnswer">Unsure Answer</a>
<a class="dropdown-item closer" href="#" id="questionRemove">Question Remove</a>
<a class="dropdown-item closer" href="#" id="changed">Answers Changed</a>
</div>
</div>
</div>
</li>
</ul>
<img src="./Images/GTOneLine_TechGoldandWhite.png" style="width: 200px;">
</div>
</nav>
<body id="body">
<div class="home" id="home">
<!-- BENJAMIN: add link to paper here Example href="https://mail.google.com/mail/u/0/#inbox"-->
<a class="paperTitle" href="https://ieeexplore.ieee.org/document/10096074">Outside Knowldege Visual Question Answering Version 2</a>
<div class="abstract">
<div class="abstractTitle">Abstract</div>
<p class="abstractContent">Visual question answering (VQA) lies at the intersection of
language and vision research. It functions as a building block
for multimodal conversational AI and serves as a testbed for
assessing a model's capability for open-domain scene under-
standing. While progress in this area was initially accelerated
with the 2015 release of the popular and large dataset "VQA",
new datasets are required to continue this research momentum.
For example, the 2019 Outside Knowledge VQA dataset
"OKVQA" extends VQA by adding more challenging questions
that require complex, factual, and commonsense knowledge.
However, in our analysis, we found that 41.4% of the dataset
needed to be corrected and 10.6% needed to be removed. This
paper describes the analysis, corrections, and removals
completed and presents a new dataset: OK-VQA Version 2.0. To
gain insights into the impact of the changes on OK-VQA research,
the paper presents results on state-of-the-art models
retrained with this new dataset. The side-by-side comparisons
show that one method in particular, Knowledge Augmented
Transformer for Vision-and-Language, extends its relative lead
over competing methods.
</p>
</div>
<div class="downloadsTitle">
Download & Citation
<div class="line"></div>
</div>
<div class="downloadsCitation">
<div class="downloads">
<div class="downloadLinks">
<div class="downloadDescriptor">
DataSet as JSON
</div>
<a href="./Data/ok-vqa_dataset2/trainingData.zip" class="btn btn-primary btn-lg active dbutton" download>
Training Annotations/Questions
</a>
<a href="./Data/ok-vqa_dataset2/valData.zip" class="btn btn-primary btn-lg active dbutton" download>
Validation Annotations/Questions
</a>
</div>
</div>
<div class = "citation">
<div class="downloadLinks">
<div class="downloadDescriptor">
Images
</div>
<a href="https://github.gatech.edu/jtruxal6/jtruxal6.github.io/raw/main/Data/train2014.zip" class="btn btn-primary btn-lg active dbutton" download>
Training Images
</a>
<div></div>
<a href="https://github.gatech.edu/jtruxal6/jtruxal6.github.io/raw/main/Data/val2014.zip" class="btn btn-primary btn-lg active dbutton" download>
Validation Images
</a>
</div>
</div>
</div>
<div class="downloadLinks">
<button class="btn btn-primary btn-lg active" id="citationBut">
Citation
</button>
</div>
<div class="authorTitle">Authors</div>
<div class="line"></div>
<div class="authors">
<a class="authorName" href="https://www.linkedin.com/in/benjamin-reichman/">
<img class="author author1" src="./Images/Face1.jpg">
<div class="authorsName">Benjamin Z. Reichman</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/anirudhssundar">
<img class="author author2" src="./Images/Face2.jpg">
<div class="authorsName">Anirudh Sundar</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/christopher-richardson-b9690293/">
<img class="author author3" src="./Images/Face3.jpg">
<div class="authorsName">Christopher Richardson</div>
</a>
<!-- BENJAMIN: add link to tamars's websit here Example href="https://mail.google.com/mail/u/0/#inbox"-->
<a class="authorName" href="https://www.tamarazubatiy.squarespace.com">
<img class="author author4" src="./Images/Face4.jpg">
<div class="authorsName">Tamara Zubatiy</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/prithwijit-chowdhury-067455152/?originalSubdomain=fr">
<img class="author author5" src="./Images/Face5.jpg">
<div class="authorsName">Prithwijit Chowdhury</div>
</a>
<a class="authorName" href="">
<img class="author author6" src="./Images/Face6.jpg">
<div class="authorsName">Aaryan Shah</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/jack-truxal/">
<img class="author author7" src="./Images/Face7.jpg">
<div class="authorsName">Jack Truxal</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/micah-grimes-4318531b3/">
<img class="author author8" src="./Images/Face8.jpg">
<div class="authorsName">Micah Grimes</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/dristi-shah/">
<img class="author author9" src="./Images/Face9.jpg">
<div class="authorsName">Dristi Shah</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/woojuchee/">
<img class="author author10" src="./Images/Face10.jpg">
<div class="authorsName">Woo Ju Chee</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/saif-punjwani-79144a1aa/">
<img class="author author11" src="./Images/Face11.jpg">
<div class="authorsName">Saif Punjwani</div>
</a>
<a class="authorName" href="https://www.linkedin.com/in/atishay-jain123/">
<img class="author author12" src="./Images/Face12.jpg">
<div class="authorsName">Atishay Jain</div>
</a>
<a class="authorName" href="https://larryheck.github.io/">
<img class="author author13" src="./Images/Face13.jpg">
<div class="authorsName">Larry Heck</div>
</a>
</div>
<div class="authorTitle">Examples</div>
<div class="line"></div>
<div class="visExamples">
<div id="carouselExampleControls" class="carousel slide" data-ride="carousel">
<div class="carousel-inner">
<div class="carousel-item active">
<img class="d-block w-100" src="./Images/example1New.png" alt="First slide">
</div>
<div class="carousel-item">
<img class="d-block w-100" src="./Images/example2New.png" alt="Second slide">
</div>
<div class="carousel-item">
<img class="d-block w-100" src="./Images/example4New.png" alt="Third slide">
</div>
</div>
<a class="carousel-control-prev" href="#carouselExampleControls" role="button" data-slide="prev">
<span class="carousel-control-prev-icon" aria-hidden="true"></span>
<span class="sr-only">Previous</span>
</a>
<a class="carousel-control-next" href="#carouselExampleControls" role="button" data-slide="next">
<span class="carousel-control-next-icon" aria-hidden="true"></span>
<span class="sr-only">Next</span>
</a>
</div>
</div>
</div>
<div class="vizualizers" id="visBlock">
</div>
</div>
</body>
<script type="text/javascript" src="./JS/visualizer.js"></script>
</html>