{"id":18743,"date":"2023-02-09T16:22:27","date_gmt":"2023-02-10T00:22:27","guid":{"rendered":"https:\/\/embeddedvisionsummit.com\/2026\/?page_id=18743"},"modified":"2023-10-27T15:14:40","modified_gmt":"2023-10-27T22:14:40","slug":"deep-dive-session-nota-ai","status":"publish","type":"page","link":"https:\/\/embeddedvisionsummit.com\/2026\/deep-dive-session-nota-ai\/","title":{"rendered":"Deep Dive Session: Nota AI"},"content":{"rendered":"\t\t
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Maximizing Efficiency of Edge AI Models with Minimum Effort<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Monday, May 22, 2023<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tRegister Now!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Description:<\/strong> Deep neural networks are revolutionizing machine perception, bringing incredible new capabilities to many types of systems. But developing DNNs for edge devices is typically a time-consuming and error-prone process. In this session:<\/p>

  • We\u2019ll show how the NetsPresso AI model optimization platform drastically simplifies the process of selecting a model, training it, compressing it and deploying it \u2014 taking into account the specific capabilities and limitations of the target hardware.<\/li>
  • We\u2019ll show how NetsPresso uses neural architecture search to quickly find the best model for your specific application and hardware, and then trains the model in a hardware-aware manner to optimize accuracy and latency for your processor.<\/li>
  • Next, we\u2019ll explain how NetsPresso automatically applies model compression and acceleration techniques to make your model small and fast without sacrificing accuracy.<\/li>
  • Finally, we\u2019ll show how NetsPresso simplifies deployment of optimized models on embedded hardware by automatically generating executable code and packaging it in a form that can easily be integrated into your application.<\/li><\/ul>

    We\u2019ll illustrate these capabilities using real-world use cases and applications, and we\u2019ll evaluate the optimized models produced by NetsPresso.
    Join us to learn how you can create, optimize and deploy DNNs at the edge in days rather than months.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    \n\t\t\t\t\t\t\t\t\tPresenter<\/strong>\n
    \nWoneui (Eric) Hong\n

    \nWoneui Eric Hong, who goes by Eric, has a background in computer science, mathematics, and data mining. He completed his bachelor’s and master’s degrees and started pursuing a doctorate in machine learning but eventually decided to leave the doctoral program.\nEric is currently a DevRel Engineer at Nota AI, a South Korean startup developing hardware-aware AI model optimization platform technologies. AI technology is a deep tech field that can be challenging to appeal to the broader market. In his role, Eric works to refine and present the company’s technologies in a way that is easily understandable for a wider audience.\n

    \nHardware Requirements<\/strong>
    \n\nLaptop

    \n\nLocation<\/strong>
    \nSanta Clara Convention Center – Room 203\/204

    \n\nRefreshments\u00a0<\/strong>
    \nSnacks will be provided\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    Maximizing Efficiency of Edge AI Models with Minimum Effort Monday, May 22, 2023 Register Now! Watch this video on YouTube Description: Deep neural networks are revolutionizing machine perception, bringing incredible new capabilities to many types of systems. But developing DNNs […]<\/p>\n","protected":false},"author":12,"featured_media":19074,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-18743","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nDeep Dive Session: Nota AI - 2026 Summit<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/embeddedvisionsummit.com\/2026\/deep-dive-session-nota-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep Dive Session: Nota AI - 2026 Summit\" \/>\n<meta property=\"og:description\" content=\"Maximizing Efficiency of Edge AI Models with Minimum Effort Monday, May 22, 2023 Register Now! 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