CINXE.COM

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src="https://manolo-project.eu/wp-content/uploads/2024/04/arx-net-icon.svg" class="use-case-icon" alt="" decoding="async" /><h1 class="text-purple-400 fs-24 fw-medium ff-inter text-center mb-0 ">Mobile Devices in Telecoms</h1></div></div><div class="col-12 col-xl-6 repeaterAnimation__followstagger"> <img width="1004" height="480" src="https://manolo-project.eu/wp-content/uploads/2024/04/arx-net-logo-1.png" class="use-case-logo fs-24" alt="" decoding="async" fetchpriority="high" srcset="https://manolo-project.eu/wp-content/uploads/2024/04/arx-net-logo-1.png 1004w, https://manolo-project.eu/wp-content/uploads/2024/04/arx-net-logo-1-300x143.png 300w, https://manolo-project.eu/wp-content/uploads/2024/04/arx-net-logo-1-768x367.png 768w" sizes="(max-width: 1004px) 100vw, 1004px" /><div class="use-case-description"><p>This use case will evaluate the introduction of computer vision models for mobile applications, across the cloud-edge continuum and according to the MANOLO framework, its methods and practices, aiming to enhance trustworthiness and incorporate privacy by design.</p><p>The centralized deployment of Convolutional Neural Networks (CNNs) allows advanced features for the service like image classification and face detection but requires the use of unencrypted photo content on the MLaaS cloud, leading to privacy concerns and low feature adoption.</p><p>The introduction of computer vision models for mobile applications, across the cloud-edge continuum and according to the MANOLO framework, its methods and practices, aims to enhance trustworthiness and incorporate privacy by design.</p> <a href="https://manolo-project.eu/general-info/" rel="noopener" class="text-decoration-none d-flex align-items-center use-case-website-link mt-5 text-purple-400 ff-inter fw-medium fs-14"> <span> Back to General Info </span> <span class="use-case-website-arrow"></span> </a></div></div><div class="col-12 col-xl-5 offset-xl-1 mt-5 mt-xl-0 use-case-gallery-col h-100 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repeaterAnimation__title">Use Case News</h2></div></div><div class="row gx-5"><div class="col-12"><div class="blog-grid"><div class="blog-grid-item blog-grid-item--small"><ul class="use-case-tag-wrapper list-unstyled fs-14"><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/ai/">AI</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/ai-systems/">AI systems</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/icra2024/">ICRA2024</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/innovation/">Innovation</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/robotics/">Robotics</a></li></ul><article class="repeaterAnimation__follow"> <a class="blog-grid-item-link" href="https://manolo-project.eu/icra-2024-ieee-conference-on-robotics-and-automation/"><figure class="blog-grid-item-figure"> <img data-lazyloaded="1" data-placeholder-resp="840x546" src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20width%3D%22840%22%20height%3D%22546%22%20viewBox%3D%220%200%20840%20546%22%3E%3Cfilter%20id%3D%22c%22%3E%3CfeGaussianBlur%20stdDeviation%3D%2255%22%20%2F%3E%3C%2Ffilter%3E%3Cpath%20fill%3D%22%2389898a%22%20d%3D%22M0%200h840v544H0z%22%2F%3E%3Cg%20filter%3D%27url(%23c)%27%20fill-opacity%3D%27.5%27%3E%3Cellipse%20fill%3D%22%232c2c2b%22%20fill-opacity%3D%22.5%22%20rx%3D%221%22%20ry%3D%221%22%20transform%3D%22rotate(-28.2%201171.3%20-1116)%20scale(252.87668%20188.79021)%22%2F%3E%3Cpath%20fill%3D%22%23c3c3c2%22%20fill-opacity%3D%22.5%22%20d%3D%22M-50.9%2090.2l938.5-141-866.3%20548z%22%2F%3E%3Cellipse%20fill%3D%22%23d9d9d9%22%20fill-opacity%3D%22.5%22%20rx%3D%221%22%20ry%3D%221%22%20transform%3D%22rotate(-86.5%20126%2050.6)%20scale(71.59424%20199.49982)%22%2F%3E%3Cellipse%20fill%3D%22%23acacab%22%20fill-opacity%3D%22.5%22%20rx%3D%221%22%20ry%3D%221%22%20transform%3D%22matrix(89.4656%2042.06741%20-84.45652%20179.61536%20267.4%20404.3)%22%2F%3E%3C%2Fg%3E%3C%2Fsvg%3E" width="840" height="546" data-src="https://manolo-project.eu/wp-content/uploads/2024/05/Untitled-design-11.png" class="img-fluid blog-grid-item-img shadow-1 br-12 wp-post-image" alt="Thumbnail image of the post: ICRA 2024 – IEEE Conference on Robotics and Automation." decoding="async" data-srcset="https://manolo-project.eu/wp-content/uploads/2024/05/Untitled-design-11.png 840w, https://manolo-project.eu/wp-content/uploads/2024/05/Untitled-design-11-300x195.png 300w, https://manolo-project.eu/wp-content/uploads/2024/05/Untitled-design-11-768x499.png 768w" data-sizes="(max-width: 840px) 100vw, 840px" /></figure><div class="blog-grid-item-content"><p class="ff-inter fw-medium fs-14 blog-grid-item-date">29.05.2024</p><h2 class="fs-24 fw-bold ff-times blog-grid-item-title mb-3">ICRA 2024 – IEEE Conference on Robotics and Automation</h2><p class=" ff-inter fw-medium fs-16 blog-grid-item-excerpt mb-3">ICRA 2024 – IEEE Conference on Robotics and Automation, was held in Yokohama, Japan, from May 13 to...</p><p class="blog-grid-item-read-more fs-16 mb-0">Read more</p></div> </a></article></div><div class="blog-grid-item blog-grid-item--small"><ul class="use-case-tag-wrapper list-unstyled fs-14"><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/ai/">AI</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/data/">Data</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/european-commission/">European Commission</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/horizon-2023/">Horizon 2023</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/innovation/">Innovation</a></li><li> <a class="text-decoration-none d-inline-block text-nowrap" href="https://manolo-project.eu/tag/robotics/">Robotics</a></li></ul><article class="repeaterAnimation__follow"> <a class="blog-grid-item-link" href="https://manolo-project.eu/launch-event-showcasing-the-future-of-innovation-in-ai-data-and-robotics/"><figure class="blog-grid-item-figure"> <img data-lazyloaded="1" data-placeholder-resp="940x562" src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20width%3D%22940%22%20height%3D%22562%22%20viewBox%3D%220%200%20940%20562%22%3E%3Cfilter%20id%3D%22b%22%3E%3CfeGaussianBlur%20stdDeviation%3D%2212%22%20%2F%3E%3C%2Ffilter%3E%3Cpath%20fill%3D%22%23291f61%22%20d%3D%22M0%200h940v561H0z%22%2F%3E%3Cg%20filter%3D%22url(%23b)%22%20transform%3D%22translate(1.8%201.8)%20scale(3.67188)%22%20fill-opacity%3D%22.5%22%3E%3Cpath%20fill%3D%22%23000023%22%20d%3D%22M289.1%20133l-105.5%2040.5L159%20109l105.5-40.5z%22%2F%3E%3Cellipse%20fill%3D%22%2355498e%22%20rx%3D%221%22%20ry%3D%221%22%20transform%3D%22rotate(-133.3%2052.2%2031)%20scale(40.87946%20112.45173)%22%2F%3E%3Cellipse%20fill%3D%22%230d0449%22%20cx%3D%22223%22%20cy%3D%22116%22%20rx%3D%22119%22%20ry%3D%2258%22%2F%3E%3Cellipse%20fill%3D%22%234a3e82%22%20rx%3D%221%22%20ry%3D%221%22%20transform%3D%22rotate(1%20-2805%208725.8)%20scale(31.71512%2023.94989)%22%2F%3E%3C%2Fg%3E%3C%2Fsvg%3E" width="940" height="562" data-src="https://manolo-project.eu/wp-content/uploads/2024/05/MANOLO-website-e1716451599584.png" class="img-fluid blog-grid-item-img shadow-1 br-12 wp-post-image" alt="Thumbnail image of the post: Launch Event: showcasing the future of innovation in AI, Data, and Robotics." decoding="async" data-srcset="https://manolo-project.eu/wp-content/uploads/2024/05/MANOLO-website-e1716451599584.png 940w, https://manolo-project.eu/wp-content/uploads/2024/05/MANOLO-website-e1716451599584-300x179.png 300w, https://manolo-project.eu/wp-content/uploads/2024/05/MANOLO-website-e1716451599584-768x459.png 768w" data-sizes="(max-width: 940px) 100vw, 940px" /></figure><div class="blog-grid-item-content"><p class="ff-inter fw-medium fs-14 blog-grid-item-date">23.05.2024</p><h2 class="fs-24 fw-bold ff-times blog-grid-item-title mb-3">Launch Event: showcasing the future of innovation in AI, Data, and Robotics</h2><p class=" ff-inter fw-medium fs-16 blog-grid-item-excerpt mb-3">MANOLO project was presented at an online event, on 22 Feb 2024, co-organised by Adra-e, AI-on-Demand Platform and...</p><p class="blog-grid-item-read-more fs-16 mb-0">Read more</p></div> </a></article></div></div></div></div><div class="row"><div class="col-12 d-flex justify-content-center use-case-news-archive-link-wrapper repeaterAnimation__follow_fadeIn"><a href="https://manolo-project.eu/news-events/" rel="noopener" target="_blank" class="text-decoration-none d-flex align-items-center use-case-website-link text-purple-400 ff-inter fw-medium fs-14 mt-0"> <span> Read more </span> <span class="use-case-website-arrow"></span> </a></div></div></div></section></div></main><div class="modal fade " id="useCaseStaticBackdrop" data-bs-backdrop="static" data-bs-keyboard="false" tabindex="-1" aria-labelledby="useCaseStaticBackdropLabel" aria-hidden="true" data-lenis-prevent><div class="modal-dialog modal-dialog-centered modal-lg"><div class="modal-content border-0"><div class="modal-body p-4 position-relative 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