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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Wake Vision</title>
<link rel="stylesheet" href="styles.css">
</head>
<body>
<header>
<nav>
<ul>
<li><a href="#home">Home</a></li>
<li><a href="#access">Access</a></li>
<li><a href="#about">About</a></li>
<li><a href="#sponsors">Sponsors</a></li>
<li><a href="#contact">Contact</a></li>
</ul>
</nav>
</header>
<section>
<center>
<div class="row">
<img class="img-responsive center-block" src="wake_vision_logo.png" height="400"/>
</div>
</center>
</section>
<section id="access">
<h2>Access the Dataset</h2>
<p>Get started using the dataset from your preferred source:</p>
<div class="buttons">
<a href="https://github.com/colbybanbury/Wake_Vision_Quickstart" class="button quickstart">Quickstart</a>
<a href="https://arxiv.org/abs/2405.00892" class="button arxiv">arXiv</a>
<a href="https://github.com/Ekhao/datasets/tree/wake_vision" class="button tensorflow">TensorFlow
Datasets</a>
<a href="https://huggingface.co/datasets/Harvard-Edge/Wake-Vision" class="button huggingface">Hugging Face
Datasets</a>
<a href="https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/1HOPXC"
class="button harvard">Raw
Dataset at Harvard Dataverse</a>
</div>
</section>
<main id="about">
<h2>About</h2>
<p>
"Wake Vision" is a large, high-quality dataset featuring over 6 million images, significantly exceeding the scale and diversity of current tinyML datasets (100x). This dataset includes images with annotations of whether each image contains a person. Additionally, it incorporates a comprehensive fine-grained benchmark to assess fairness and robustness, covering perceived gender, perceived age, subject distance, lighting conditions, and depictions.
</p>
<p>
The Wake Vision labels are derived from Open Image's annotations which are licensed by Google LLC under CC BY 4.0 license. The images are listed as having a CC BY 2.0 license. Note from Open Images: "while we tried to identify images that are licensed under a Creative Commons Attribution license, we make no representations or warranties regarding the license status of each image and you should verify the license for each image yourself."
</p>
<!-- <section id="featured-image">
<img src="related_work_table.png"
alt="Table summarizing related datasets. Important takeaways are that Wake Vision is larger and includes more features than other datasets meant for tinyML"
style="width: 60%; height: auto;">
</section> -->
<h3>Diverse Examples</h3>
<div class="image-grid">
<div class="image-item">
<img src="older_person.png" alt="Older Person">
<p>Older Person</p>
</div>
<div class="image-item">
<img src="near_person.png" alt="Near Person">
<p>Near Person</p>
</div>
<div class="image-item">
<img src="bright_image.png" alt="Bright Image">
<p>Bright Image</p>
</div>
<div class="image-item">
<img src="female_person.png" alt="Predominantly Female Person">
<p>Predominantly Female Person</p>
</div>
<div class="image-item">
<img src="depiction_person.png" alt="Depicted Person">
<p>Depicted Person</p>
</div>
<div class="image-item">
<img src="young_person.png" alt="Young Person">
<p>Young Person</p>
</div>
</div>
</main>
<section id="sponsors">
<h2>Seeking Sponsors</h2>
<p>We are currently seeking sponsors to support the ongoing development and expansion of the Wake Vision
dataset. If you are interested in contributing and becoming a part of this innovative project, please
contact us for more information on how you can help shape the future of TinyML research.</p>
<div class="row">
<img class="img-responsive center-block" src="Harvard_SEAS.png"/>
</div>
</section>
<section id="contact">
<h2>Contact Us</h2>
<p>If you have any questions or need further information, please feel free to reach out to us at the following
email addresses:</p>
<ul>
<li>Email: <a href="mailto:[email protected]">[email protected]</a></li>
<li>Email: <a href="mailto:[email protected]">[email protected]</a></li>
</ul>
</section>
<footer>
<nav>
<ul>
<li><a href="#home">Home</a></li>
<li><a href="#about">About</a></li>
<li><a href="#access">Access</a></li>
<li><a href="#sponsors">Sponsors</a></li>
<li><a href="#contact">Contact</a></li>
</ul>
</nav>
<!-- Optional social media links -->
<p>© 2024 Wake Vision</p>
</footer>
</body>
</html>