in website/src/pages/videos.js [8:121]
function Videos() {
const context = useDocusaurusContext();
const { siteConfig = {} } = context;
return (
<Layout
title={`${siteConfig.title} Videos`}
description="A collection of Benthos videos"
>
<header>
<div className="container">
<div className="row">
<div className={classnames("col col--6 col--offset-1")}>
<h1 className={styles.videosTitle}>SynapseML Videos</h1>
</div>
</div>
</div>
</header>
<main>
<div className="container margin-vert--lg">
<div className="row margin-bottom--lg">
<div className="col col--8 col--offset-2">
<h1>Unsupervised Currency Detection</h1>
<h2>Spark + AI Summit Keynote 2019</h2>
<p>
We use Bing on Spark, CNTK on Spark, Spark Serving, and ML Ops
to help those with visual impairments work with currency.
</p>
</div>
<ReactPlayer
className={classnames("col col--8 col--offset-2")}
url="https://www.youtube.com/watch?v=T_fs4C0aqD0&t=425s"
controls="true"
/>
</div>
<div className="row margin-vert--lg">
<div className="col col--8 col--offset-2">
<h1>Unsupervised Fire Safety</h1>
<h2>Spark + AI Summit Europe Keynote 2018</h2>
<p>
We use Bing on Spark, CNTK on Spark, and Spark serving to create
a automated fire detection service for gas station safety. We
then deploy this to an FPGA accelerated camera for Shell
Industries.
</p>
</div>
<ReactPlayer
className={classnames("col col--8 col--offset-2")}
url="https://www.youtube.com/watch?v=N3ozCZXeOeU&t=472s"
controls="true"
/>
</div>
<div className="row margin-vert--lg">
<div className="col col--8 col--offset-2">
<h1>Predictive Maintenance with UAVs</h1>
<h2>Spark + AI Summit 2018</h2>
<p>
We use CNTK on Spark to distribute a Faster RCNN object
detection network and deploy it as a web service with SynapseML
Serving for use on Unmanned Aerial Vehicals (UAVs)
</p>
<a
href="https://databricks.com/sparkaisummit/north-america/spark-summit-2018-keynotes#Intelligent-cloud"
class={styles.watchNowButton}
>
Watch Now
</a>
</div>
</div>
<div className="row margin-vert--lg">
<div className="col col--8 col--offset-2">
<h1>Automated Snow Leopard Detection</h1>
<p>
We have partnered with the Snow Leopard Trust to create an
intelligent snow leopard identification system. This project
helped eliminate thousands of hours of searching through photos.
</p>
<div>
<a
href="https://news.microsoft.com/transform/snow-leopard-selfies-ai-save-species/"
class={styles.watchNowButton}
>
Read More on Microsoft Transform
</a>
<a
href="https://www.geekwire.com/2018/microsoft-says-ai-finally-ready-broader-use-help-solve-earths-environmental-woes/"
class={styles.watchNowButton}
>
Read More on Geekwire
</a>
</div>
</div>
</div>
<div className="row margin-vert--lg">
<div className="col col--8 col--offset-2">
<h1>Real-time Intelligent Analytics</h1>
<h2>Microsoft Connect Keynote 2017</h2>
<p>
We use CNTK on Spark and deep transfer learning to create a
real-time geospacial application for conservation biology in 5
minutes
</p>
<a
href="https://channel9.msdn.com/Events/Connect/2017/G102"
class={styles.watchNowButton}
>
Watch Now
</a>
</div>
</div>
</div>
</main>
</Layout>
);
}