Blogs and Insights about Data Annotation, Computer Vision, ML, and more!

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<div class="header-nav-item header-nav-item--folder"> <a class="header-nav-folder-title" href="/industries" tabindex="-1" data-animation-role="header-element" > Industries </a> <div class="header-nav-folder-content"> <div class="header-nav-folder-item"> <a href="/autonomous-driving" > <span class="header-nav-folder-item-content"> Autonomous Driving </span> </a> </div> <div class="header-nav-folder-item"> <a href="/agricultural-technology" > <span class="header-nav-folder-item-content"> AgTech </span> </a> </div> <div class="header-nav-folder-item"> <a href="/cultural-heritage" > <span class="header-nav-folder-item-content"> Cultural Heritage </span> </a> </div> <div class="header-nav-folder-item"> <a href="/more-industries" > <span class="header-nav-folder-item-content"> More Industries </span> </a> </div> </div> </div> <div class="header-nav-item header-nav-item--folder header-nav-item--active"> <a class="header-nav-folder-title" href="/resources" tabindex="-1" 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<div class="header-menu-nav-folder-content">  <div class="header-menu-nav-wrapper"> <div class="container header-menu-nav-item"> <a data-folder-id="/solutions" href="/solutions" > <div class="header-menu-nav-item-content"> <span class="visually-hidden">Folder:</span> <span>Solutions</span> <span class="chevron chevron--right"></span> </div> </a> </div> <div data-folder="/solutions" class="header-menu-nav-folder"> <div class="header-menu-nav-folder-content"> <div class="header-menu-controls container header-menu-nav-item"> <a class="header-menu-controls-control header-menu-controls-control--active" data-action="back" href="/"> <span class="chevron chevron--left"></span><span>Back</span> </a> </div> <div class="container header-menu-nav-item"> <a href="/computer-vision" > <div class="header-menu-nav-item-content"> Computer Vision </div> </a> </div> <div class="container header-menu-nav-item"> <a href="/natural-language-processing" > <div class="header-menu-nav-item-content"> Natural Language Processing </div> </a> </div> <div class="container header-menu-nav-item"> <a href="/generative-ai" > <div class="header-menu-nav-item-content"> Generative AI </div> </a> </div> <div class="container header-menu-nav-item"> <a href="/data-content-services" > <div class="header-menu-nav-item-content"> Data & Content Services </div> </a> </div> </div> </div> <div class="container header-menu-nav-item"> <a data-folder-id="/industries" href="/industries" > <div class="header-menu-nav-item-content"> <span class="visually-hidden">Folder:</span> <span>Industries</span> <span class="chevron chevron--right"></span> </div> </a> </div> <div data-folder="/industries" class="header-menu-nav-folder"> <div class="header-menu-nav-folder-content"> <div class="header-menu-controls container header-menu-nav-item"> <a class="header-menu-controls-control header-menu-controls-control--active" data-action="back" href="/"> <span class="chevron chevron--left"></span><span>Back</span> </a> </div> <div class="container header-menu-nav-item"> <a href="/autonomous-driving" > <div class="header-menu-nav-item-content"> Autonomous Driving </div> </a> </div> <div class="container header-menu-nav-item"> <a href="/agricultural-technology" > <div class="header-menu-nav-item-content"> AgTech </div> </a> </div> <div class="container header-menu-nav-item"> <a href="/cultural-heritage" > <div class="header-menu-nav-item-content"> Cultural Heritage </div> </a> </div> <div class="container header-menu-nav-item"> <a href="/more-industries" > <div class="header-menu-nav-item-content"> More Industries </div> </a> </div> </div> </div> <div class="container header-menu-nav-item header-menu-nav-item--active"> <a data-folder-id="/resources" href="/resources" aria-current="true" > <div class="header-menu-nav-item-content"> <span class="visually-hidden">Folder:</span> <span>Resources</span> <span class="chevron chevron--right"></span> </div> </a> </div> <div data-folder="/resources" 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</a> </div> </div> </nav> </div> </div> </header> <main id="page" class="container" role="main"> <article class="sections" id="sections" data-page-sections="6328e9eb3f9fe20613f10877"> <section data-test="page-section" data-section-theme="black" class='page-section full-bleed-section layout-engine-section background-width--full-bleed section-height--medium content-width--wide horizontal-alignment--center vertical-alignment--middle has-background black' data-section-id="633f46cdf997964d5427dfa6" data-controller="SectionWrapperController" data-current-styles="{ "backgroundImage": { "id": "633f47200650947574892fae", "recordType": 2, "addedOn": 1665091360444, "updatedOn": 1725608050773, "workflowState": 1, "publishOn": 1665091360444, "authorId": "66dab072f782eb0d8fbb4b5c", "systemDataId": "8432a574-4ebc-49c4-996a-3e953c0287be", "systemDataVariants": "2400x1324,100w,300w,500w,750w,1000w,1500w", "systemDataSourceType": "JPG", "filename": "BlogHeaderImage.jpg", "mediaFocalPoint": { "x": 0.5, 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align-items: flex-end; } } </style><div class="fluid-engine fe-633f48a1a447444dce1c433a"><div class="fe-block fe-block-yui_3_17_2_1_1665080784515_106654"><div class="sqs-block html-block sqs-block-html" data-block-type="2" data-border-radii="{"topLeft":{"unit":"px","value":0.0},"topRight":{"unit":"px","value":0.0},"bottomLeft":{"unit":"px","value":0.0},"bottomRight":{"unit":"px","value":0.0}}" id="block-yui_3_17_2_1_1665080784515_106654"><div class="sqs-block-content"> <div class="sqs-html-content"> <h2 style="white-space:pre-wrap;">Our thoughts and insights on machine learning and artificial intelligence applications</h2><p class="" style="white-space:pre-wrap;">Welcome to Digital Divide Data’s (DDD) blog, fully dedicated to Machine Learning trends and resources, new data technologies, data training experiences, and the latest news in the areas of Deep Learning, Optical Character Recognition, Computer Vision, Natural Learning Processing, and more.</p><p class="" 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"section-height--medium", "horizontalAlignment": "horizontal-alignment--center", "verticalAlignment": "vertical-alignment--middle", "contentWidth": "content-width--wide", "sectionTheme": "white", "sectionAnimation": "none", "backgroundMode": "image" }" data-current-context="{ "video": { "playbackSpeed": 0.5, "filter": 1, "filterStrength": 0, "zoom": 0, "videoSourceProvider": "none" }, "backgroundImageId": null, "backgroundMediaEffect": null, "divider": null, "typeName": "blog-side-by-side" }" data-animation="none" > <div class="section-border" > <div class="section-background"> </div> </div> <div class='content-wrapper' style=' ' > <div class="content" > <div class="blog-side-by-side collection-content-wrapper" data-controller="BlogImageLoader"> <div class="blog-side-by-side-wrapper"> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-1 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/data-annotation-for-autonomous-cruise-control-systems" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg" data-image-dimensions="1401x1401" data-image-focal-point="0.5,0.5" alt="The Crucial Link Between Data Annotation and Autonomous Cruise Control Systems" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg" width="1401" height="1401" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1732083187170-87M7LDX5L8BTCYFBWUUM/AdobeStock_595255234.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">11/20/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">11/20/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/data-annotation-for-autonomous-cruise-control-systems" data-no-animation> The Crucial Link Between Data Annotation and Autonomous Cruise Control Systems </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p>In this blog, we will explore the interlinking of data annotation with autonomous cruise control in autonomous vehicles, its various annotation techniques, and associated challenges.</p></div> </div> <a class="blog-more-link" href="/blog/data-annotation-for-autonomous-cruise-control-systems" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-2 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/ground-truth-data-in-autonomous-driving" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg" data-image-dimensions="1120x1120" data-image-focal-point="0.5,0.5" alt="Ground Truth Data in Autonomous Driving - Challenges and Solutions" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg" width="1120" height="1120" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1731423700202-IZDILNMRRB6WEOD3UCEE/Ground%2Btruth%2Bdata%2Bfor%2Bautonomous%2Bdriving.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">11/14/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">11/14/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/ground-truth-data-in-autonomous-driving" data-no-animation> Ground Truth Data in Autonomous Driving - Challenges and Solutions </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p>Why ground truth data for autonomous driving is critical and exploring various associated challenges and solutions.</p></div> </div> <a class="blog-more-link" href="/blog/ground-truth-data-in-autonomous-driving" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-3 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/video-annotation-for-autonomous-driving" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg" data-image-dimensions="613x613" data-image-focal-point="0.5,0.5" alt="Video Annotation for Autonomous Driving: Key Techniques and Benefits" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg" width="613" height="613" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730995593283-MATW37XZXXO9L1MDXUFM/video%2Bannotation%2Bfor%2Bautonomous%2Bdriving.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">11/8/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">11/8/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/video-annotation-for-autonomous-driving" data-no-animation> Video Annotation for Autonomous Driving: Key Techniques and Benefits </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p>In this blog, we explore important aspects of video annotation for autonomous driving, its various techniques, and how it’s implemented for training ADAS models.</p></div> </div> <a class="blog-more-link" href="/blog/video-annotation-for-autonomous-driving" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-4 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/multi-sensor-data-fusion-in-autonomous-vehicles" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg" data-image-dimensions="583x583" data-image-focal-point="0.5,0.5" alt="Multi-Sensor Data Fusion in Autonomous Vehicles — Challenges and Solutions" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg" width="583" height="583" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1730794464507-YX67OMLQZFUD783PGID8/DDD%2Bmulti%2Bsensor%2Bfusion.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">11/5/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">11/5/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/multi-sensor-data-fusion-in-autonomous-vehicles" data-no-animation> Multi-Sensor Data Fusion in Autonomous Vehicles — Challenges and Solutions </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p>In this blog, we will discuss some of the challenges in fusing data from different sensors. At the same time, explore scalable recommendations on how to combine these technologies, and explain why fusing multiple sensors is important for autonomous driving.</p></div> </div> <a class="blog-more-link" href="/blog/multi-sensor-data-fusion-in-autonomous-vehicles" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-5 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/data-annotation-in-autonomous-vehicle-safety" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg" data-image-dimensions="1000x667" data-image-focal-point="0.5,0.5" alt="The Critical Role of Data Annotation in Autonomous Vehicle Safety" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg" width="1000" height="667" alt="" sizes="(max-width:767px)224.88755622188904vw,157.42128935532233vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729566024955-L4J51UB2KG8VXL79XHGX/shutterstock_1484018306.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">10/22/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">10/22/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/data-annotation-in-autonomous-vehicle-safety" data-no-animation> The Critical Role of Data Annotation in Autonomous Vehicle Safety </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="sqsrte-small">In this blog, we will explore the critical role of data annotation in autonomous driving, Challenges and Future Directions, and different applications in data preparation.</p></div> </div> <a class="blog-more-link" href="/blog/data-annotation-in-autonomous-vehicle-safety" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-6 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/digital-twins-reducing-environmental-impact" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg" data-image-dimensions="764x764" data-image-focal-point="0.5,0.5" alt=" The Role of Digital Twins in Reducing Environmental Impact of Autonomous Driving" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg" width="764" height="764" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1729235963062-LNKYKPE83G4HH14J0PFU/Digital%2BTwins%2BDDD.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">10/18/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">10/18/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/digital-twins-reducing-environmental-impact" data-no-animation> The Role of Digital Twins in Reducing Environmental Impact of Autonomous Driving </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p>In this blog, we will explore how the adoption of digital twin technology is being utilized to reduce environmental such as rising societal demand for energy efficiency and lower emissions.</p></div> </div> <a class="blog-more-link" href="/blog/digital-twins-reducing-environmental-impact" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-7 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/data-annotation-for-in-cabin-monitoring-systems" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg" data-image-dimensions="563x563" data-image-focal-point="0.5,0.5" alt="Enhancing In-Cabin Monitoring Systems for Autonomous Vehicles with Data Annotation" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg" width="563" height="563" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728990409154-BX3AJPSK11NK78AG7SME/In%2Bcabin%2Bmonitoring%2Bsystems.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">10/15/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">10/15/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/data-annotation-for-in-cabin-monitoring-systems" data-no-animation> Enhancing In-Cabin Monitoring Systems for Autonomous Vehicles with Data Annotation </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p>In this blog, we will learn how driver monitoring systems work, what type of data is collected, and discuss the data annotation process for in-cabin monitoring systems.</p></div> </div> <a class="blog-more-link" href="/blog/data-annotation-for-in-cabin-monitoring-systems" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-8 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/multi-sensor-data-annotation-for-autonomous-driving" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg" data-image-dimensions="603x603" data-image-focal-point="0.5,0.5" alt="Utilizing Multi-sensor Data Annotation To Improve Autonomous Driving Efficiency" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg" width="603" height="603" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1728385891176-YP9RN0APL5J1AJ2LTR3F/Digital%2BDivide%2BData%2BMulti%2BSensor%2BFusion.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">10/8/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">10/8/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/multi-sensor-data-annotation-for-autonomous-driving" data-no-animation> Utilizing Multi-sensor Data Annotation To Improve Autonomous Driving Efficiency </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p>In this blog, we will briefly discuss the implementation of LiDAR, radar, and cameras in autonomous driving and how to improve AD efficiency using multi-sensor data annotation.</p></div> </div> <a class="blog-more-link" href="/blog/multi-sensor-data-annotation-for-autonomous-driving" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-9 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/use-cases-of-digital-twin-in-autonomous-driving" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg" data-image-dimensions="1000x833" data-image-focal-point="0.5,0.5" alt="Top 8 Use Cases of Digital Twin in Autonomous Driving" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg" width="1000" height="833" alt="" sizes="(max-width:767px)180.0720288115246vw,126.05042016806722vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1723639063044-31789B2J48D6SU4AYKP2/Digital+Twin+DDD.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">9/25/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">9/25/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/use-cases-of-digital-twin-in-autonomous-driving" data-no-animation> Top 8 Use Cases of Digital Twin in Autonomous Driving </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="" style="white-space:pre-wrap;">This blog presents the top 8 use cases of Digital Twin in the automotive industry and how it’s driving various technologies worldwide.</p></div> </div> <a class="blog-more-link" href="/blog/use-cases-of-digital-twin-in-autonomous-driving" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving author-umang-dayal post-type-text article-index-10 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/data-annotation-building-autonomous-vehicles" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg" data-image-dimensions="477x477" data-image-focal-point="0.5,0.5" alt="The Role of Data Annotation in Building Autonomous Vehicles" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg" width="477" height="477" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1722424431017-JLLRWCD5DOLG8GOWTTKC/shutterstock_2198513207.jpg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">9/19/24</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Umang Dayal</span> <time class="blog-date" pubdate data-animation-role="date">9/19/24</time> </span> </div> <h1 class="blog-title"> <a href="/blog/data-annotation-building-autonomous-vehicles" data-no-animation> The Role of Data Annotation in Building Autonomous Vehicles </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="" style="white-space:pre-wrap;">This article covers the importance of data annotation in building autonomous vehicles and how it’s revolutionizing the industry.</p></div> </div> <a class="blog-more-link" href="/blog/data-annotation-building-autonomous-vehicles" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving tag-5-min-read author-guest-user post-type-text article-index-11 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/sensor-fusion" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png" data-image-dimensions="1200x1200" data-image-focal-point="0.5,0.5" alt="Enhancing Safety Through Perception: The Role of Sensor Fusion in Autonomous Driving Training" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png" width="1200" height="1200" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1693955653048-ZUGUXUYJGKL7TPTJT0FO/DDD-ADAS-Sensors.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">9/6/23</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">9/6/23</time> </span> </div> <h1 class="blog-title"> <a href="/blog/sensor-fusion" data-no-animation> Enhancing Safety Through Perception: The Role of Sensor Fusion in Autonomous Driving Training </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="" style="white-space:pre-wrap;">Autonomous vehicles need to interpret their surroundings accurately and make informed decisions in real-time. Sensor fusion, a cutting-edge technology, holds the key to improving perception and safety in autonomous driving.</p></div> </div> <a class="blog-more-link" href="/blog/sensor-fusion" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving tag-5-min-read author-guest-user post-type-text article-index-12 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/training-data-autonomous-vehicles" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png" data-image-dimensions="1080x1080" data-image-focal-point="0.5,0.5" alt="High-Quality Training Data for Autonomous Vehicles in 2023" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png" width="1080" height="1080" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1684474678844-DT5LIJ5BJYBZZ0XVDBHL/DDD-ADAS-Data.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">5/8/23</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">5/8/23</time> </span> </div> <h1 class="blog-title"> <a href="/blog/training-data-autonomous-vehicles" data-no-animation> High-Quality Training Data for Autonomous Vehicles in 2023 </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="" style="white-space:pre-wrap;">How is this training data obtained? Who can help you gather high-quality training data for autonomous vehicles in 2023? In this guide, we'll discuss all of that. So, let’s begin!<br></p></div> </div> <a class="blog-more-link" href="/blog/training-data-autonomous-vehicles" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-computer-vision category-autonomous-driving category-ocr category-agricultural-technology tag-5-min-read author-guest-user post-type-text article-index-13 featured blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/everything-about-computer-vision" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg" data-image-dimensions="2000x1000" data-image-focal-point="0.5,0.5" alt="Everything You Need To Know About Computer Vision" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg" width="2000" height="1000" alt="" sizes="(max-width:767px)300vw,210vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/74a0c91a-1415-49ba-9419-d20c2b84de4b/Computer-Vision-Hero-Image.jpeg?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Computer+Vision" class="blog-categories">Computer Vision</a><span class="blog-categories--comma">, </span> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a><span class="blog-categories--comma">, </span> <a href="/blog/category/OCR" class="blog-categories">OCR</a><span class="blog-categories--comma">, </span> <a href="/blog/category/Agricultural+Technology" class="blog-categories">Agricultural Technology</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">5/1/23</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Computer+Vision" class="blog-categories">Computer Vision</a><span class="blog-categories--comma">, </span> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a><span class="blog-categories--comma">, </span> <a href="/blog/category/OCR" class="blog-categories">OCR</a><span class="blog-categories--comma">, </span> <a href="/blog/category/Agricultural+Technology" class="blog-categories">Agricultural Technology</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">5/1/23</time> </span> </div> <h1 class="blog-title"> <a href="/blog/everything-about-computer-vision" data-no-animation> Everything You Need To Know About Computer Vision </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="" style="white-space:pre-wrap;">Computer vision has made it possible to detect and label objects, being able to accomplish tasks that humans can’t.</p></div> </div> <a class="blog-more-link" href="/blog/everything-about-computer-vision" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving tag-5-min-read author-guest-user post-type-text article-index-14 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/autonomous-driving-regulations" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png" data-image-dimensions="1080x1080" data-image-focal-point="0.5,0.5" alt="4 Major Regulatory Hurdles in the Autonomous Driving Space" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png" width="1080" height="1080" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1678930088283-0MCPGBO99YK7X37UZ1V1/Autonomous+Driving.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">3/13/23</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">3/13/23</time> </span> </div> <h1 class="blog-title"> <a href="/blog/autonomous-driving-regulations" data-no-animation> 4 Major Regulatory Hurdles in the Autonomous Driving Space </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="" style="white-space:pre-wrap;">Regulations for autonomous driving typically focus on two key areas: safety and performance. This article is mostly focused on the regulatory and legislative hurdles regarding safety of automated driving and autonomous vehicles.</p></div> </div> <a class="blog-more-link" href="/blog/autonomous-driving-regulations" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving category-data-annotation tag-5-min-read author-guest-user post-type-text article-index-15 blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/new-gold-standard-of-autonomous-driving" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png" data-image-dimensions="1200x630" data-image-focal-point="0.5,0.5" alt="Determining The New Gold Standard of Autonomous Driving" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png" width="1200" height="630" alt="" sizes="(max-width:767px)285.7142857142857vw,200vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1677469542641-3MHUAKR2DC04WEWXEELI/Car-Aerial-Annotated-01.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a><span class="blog-categories--comma">, </span> <a href="/blog/category/Data+Annotation" class="blog-categories">Data Annotation</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">2/27/23</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a><span class="blog-categories--comma">, </span> <a href="/blog/category/Data+Annotation" class="blog-categories">Data Annotation</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">2/27/23</time> </span> </div> <h1 class="blog-title"> <a href="/blog/new-gold-standard-of-autonomous-driving" data-no-animation> Determining The New Gold Standard of Autonomous Driving </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="" style="white-space:pre-wrap;">Emerging standards are beginning to regulate how manufacturers approach navigation, safety, and AD modeling quality. These standards also influence policy creation, technology use, and the general framework for AD systems. Creating standard systems for these AD models will lead to a more uniform approach toward autonomous driving models.</p></div> </div> <a class="blog-more-link" href="/blog/new-gold-standard-of-autonomous-driving" data-animation-role="content">Read More</a> </div> </section> </article> <article class="hentry category-autonomous-driving category-data-labeling tag-4-min-read author-guest-user post-type-text article-index-16 featured blog-item entry"> <section class="blog-image-wrapper"> <a href="/blog/autonomous-driving-global-movement" class="image-wrapper" data-animation-role="image"> <img data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png" data-image-dimensions="1200x1200" data-image-focal-point="0.5,0.5" alt="How Data Labeling and Annotation Are Fueling Autonomous Driving’s Global Movement" data-load="false" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png" width="1200" height="1200" alt="" sizes="(max-width:767px)150vw,105vw" class="image" style="display:block;position: absolute; height: 100%; width: 100%; object-fit: cover; object-position: 50% 50%;" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/1675264629691-5YI0Q06Y8GL1D3LG8V3J/DDD-StreetAnnotated-2.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"> </a> </section> <section class="blog-item-summary"> <div class="blog-item-text"> <div class="blog-meta-section"> <span class="blog-meta-primary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a><span class="blog-categories--comma">, </span> <a href="/blog/category/Data+Labeling" class="blog-categories">Data Labeling</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">1/31/23</time> </span> <span class="blog-meta-delimiter"></span> <span class="blog-meta-delimiter blog-category-delimiter"></span> <span class="blog-meta-secondary"> <span class="blog-categories-list"> <a href="/blog/category/Autonomous+Driving" class="blog-categories">Autonomous Driving</a><span class="blog-categories--comma">, </span> <a href="/blog/category/Data+Labeling" class="blog-categories">Data Labeling</a> </span> <span class="blog-author">Guest User</span> <time class="blog-date" pubdate data-animation-role="date">1/31/23</time> </span> </div> <h1 class="blog-title"> <a href="/blog/autonomous-driving-global-movement" data-no-animation> How Data Labeling and Annotation Are Fueling Autonomous Driving’s Global Movement </a> </h1> <div class="blog-excerpt"> <div class="blog-excerpt-wrapper"><p class="" style="white-space:pre-wrap;">Autonomous driving is becoming more prevalent worldwide. With that growing interest comes an emerging need for experts who can develop the tools and processes necessary for driver behavior monitoring, self-parking, motion planning, and traffic mapping.</p></div> </div> <a class="blog-more-link" href="/blog/autonomous-driving-global-movement" data-animation-role="content">Read More</a> </div> </section> </article> </div> </div> </div> </div> </section> <section data-test="page-section" data-section-theme="" class='page-section full-bleed-section layout-engine-section background-width--full-bleed section-height--small content-width--wide horizontal-alignment--center vertical-alignment--middle ' data-section-id="633f4b0b6da3e95d611c1bcf" data-controller="SectionWrapperController" data-current-styles="{ "imageOverlayOpacity": 0.15, "backgroundWidth": "background-width--full-bleed", "sectionHeight": "section-height--small", "customSectionHeight": 1, "horizontalAlignment": "horizontal-alignment--center", "verticalAlignment": 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.fe-block-yui_3_17_2_1_1665703464583_209096 { grid-area: 14/2/17/26; z-index: 7; } .fe-block-yui_3_17_2_1_1665703464583_209096 .sqs-block { justify-content: center; } .fe-block-yui_3_17_2_1_1665703464583_209096 .sqs-block-alignment-wrapper { align-items: center; } } </style><div class="fluid-engine fe-63236e4e7b706ee6b21fd0f0"><div class="fe-block fe-block-63236e4e0f48e131bfe3036c"><div class="sqs-block html-block sqs-block-html" data-blend-mode="NORMAL" data-block-type="2" data-border-radii="{"topLeft":{"unit":"px","value":0.0},"topRight":{"unit":"px","value":0.0},"bottomLeft":{"unit":"px","value":0.0},"bottomRight":{"unit":"px","value":0.0}}" id="block-63236e4e0f48e131bfe3036c"><div class="sqs-block-content"> <div class="sqs-html-content"> <p class="sqsrte-large" style="white-space:pre-wrap;"><span class="sqsrte-text-color--custom" style="color: #343642">Changing How <br>the World Works</span></p> </div> </div></div></div><div class="fe-block fe-block-yui_3_17_2_1_1663264149006_629970"><div class="sqs-block image-block sqs-block-image sqs-stretched" data-block-type="5" id="block-yui_3_17_2_1_1663264149006_629970"><div class="sqs-block-content"> <div class=" image-block-outer-wrapper layout-caption-below design-layout-fluid image-position-left combination-animation-site-default individual-animation-site-default " data-test="image-block-fluid-outer-wrapper" > <div class="fluid-image-animation-wrapper sqs-image sqs-block-alignment-wrapper" data-animation-role="image" > <div class="fluid-image-container sqs-image-content" style="overflow: hidden;-webkit-mask-image: -webkit-radial-gradient(white, black);position: relative;width: 100%;height: 100%;" > <div class="content-fit"> <img data-stretch="false" data-src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/7d282147-cfcc-40fa-b82f-64f870d3cffc/DDD_Logo_Name-GrayWhite.png" data-image="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/7d282147-cfcc-40fa-b82f-64f870d3cffc/DDD_Logo_Name-GrayWhite.png" data-image-dimensions="1500x499" data-image-focal-point="0.5,0.5" alt="" data-load="false" elementtiming="system-image-block" src="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/7d282147-cfcc-40fa-b82f-64f870d3cffc/DDD_Logo_Name-GrayWhite.png" width="1500" height="499" alt="" sizes="(max-width: 640px) 100vw, (max-width: 767px) 50vw, 20.833333333333336vw" style="display:block;object-fit: contain; object-position: 50% 50%" srcset="https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/7d282147-cfcc-40fa-b82f-64f870d3cffc/DDD_Logo_Name-GrayWhite.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/6320a2f4b74abf777594e293/7d282147-cfcc-40fa-b82f-64f870d3cffc/DDD_Logo_Name-GrayWhite.png?format=300w 300w, 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.fe-block-yui_3_17_2_1_1663264149006_629970 .fluidImageOverlay { position: absolute; top: 0; left: 0; width: 100%; height: 100%; mix-blend-mode: ; opacity: 0; } </style> </div></div></div><div class="fe-block fe-block-yui_3_17_2_1_1663264149006_643798"><div class="sqs-block socialaccountlinks-v2-block sqs-block-socialaccountlinks-v2" data-block-type="54" id="block-yui_3_17_2_1_1663264149006_643798"><div class="sqs-block-content"> <div class="sqs-svg-icon--outer social-icon-alignment-right social-icons-color- social-icons-size-extra-large social-icons-style-regular " > <style> #block-yui_3_17_2_1_1663264149006_643798 .social-icons-style-border .sqs-svg-icon--wrapper { box-shadow: 0 0 0 2px inset; border: none; } </style> <nav class="sqs-svg-icon--list"> <a href="https://www.linkedin.com/company/digital-divide-data/" target="_blank" class="sqs-svg-icon--wrapper linkedin-unauth" aria-label="LinkedIn"> <div> <svg class="sqs-svg-icon--social" viewBox="0 0 64 64"> <use class="sqs-use--icon" 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