Software

“Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding,” a Presentation from Google

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Zizhao Zhang, Staff Research Software Engineer and Tech Lead for Cloud AI Research at Google, presents the “Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding” tutorial at the May 2022 Embedded Vision Summit. In computer vision, hierarchical structures are popular in vision transformers (ViT). In this talk, Zhang presents a novel idea of […]

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Sequitur Labs Partners with AAEON to Protect AI Models on Edge Devices

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Sequitur partnered with AAEON to deliver a complete hardware & software security solution for NVIDIA Jetson customers secured by EmSPARK™ & EmPOWER™ SEATTLE (PRWEB) – September 14, 2022 – Sequitur Labs today announced that it has partnered with AAEON, an industry leader in embedded AI Edge systems, to deliver a complete hardware and software solution

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“Responsible AI and ModelOps in Industry: Practical Challenges and Lessons Learned,” a Presentation from Fiddler AI

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Krishnaram Kenthapadi, Chief Scientist at Fiddler AI, presents the “Responsible AI and ModelOps in Industry: Practical Challenges and Lessons Learned” tutorial at the May 2022 Embedded Vision Summit. How do we develop machine learning models and systems taking fairness, explainability and privacy into account? How do we operationalize models in production, and address their governance,

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Visionary.ai Launches Video Denoiser for Improved Night Vision

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AI-based technology improves image quality in real time for both human and machine vision applications Jerusalem, Israel, September 13, 2022 – Visionary.ai, a developer of image processing software, today announced the launch of a real-time video denoiser that improves video image quality. It can be applied to extend the operating conditions for the majority of

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“Comparing ML-Based Audio with ML-Based Vision: An Introduction to ML Audio for ML Vision Engineers,” a Presentation from DSP Concepts

Algorithms, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2022, Tools, Videos /

Josh Morris, Engineering Manager at DSP Concepts, presents the “Comparing ML-Based Audio with ML-Based Vision: An Introduction to ML Audio for ML Vision Engineers” tutorial at the May 2022 Embedded Vision Summit. As embedded processors become more powerful, our ability to implement complex machine learning solutions at the edge is growing. Vision has led the

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Algolux Extends Eos Perception Software to Address Critical ADAS and Autonomous Vehicle Depth Limitations

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The new Eos Robust Depth Perception Software resolves the range, resolution, cost, and robustness limitations of the latest lidar, radar, and camera based systems combined with a scalable and modular software perception suite. MONTREAL, September 12, 2022 – Algolux Inc., the leading provider of robust and scalable depth perception solutions, has announced its Eos Robust

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“System Imperatives for Audio and Video AI at the Edge,” a Presentation from Cisco

Algorithms, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2022, Tools, Videos /

Chris Rowen, VP of AI Engineering for Webex Collaboration at Cisco, presents the “System Imperatives for Audio and Video AI at the Edge” tutorial at the May 2022 Embedded Vision Summit. At long last, we are past the hype stage for media AI. Audio and video machine learning are becoming common tools for embedded hardware

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“Knowledge Distillation of Convolutional Neural Networks,” a Presentation from Bending Spoons

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Federico Perazzi, Head of AI at Bending Spoons, presents the “Knowledge Distillation of Convolutional Neural Networks” tutorial at the May 2022 Embedded Vision Summit. Convolutional neural networks are ubiquitous in academia and industry, especially for computer vision and language processing tasks. However, their superior ability to learn meaningful representations in large-scale data comes at a

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“Ensuring Quality Data for Deep Learning in Varied Application Domains: Data Collection, Curation and Annotation,” a Presentation from Nemo @ Ridecell

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Gaurav Singh, Perception Lead and System Architect at Nemo @ Ridecell, presents the “Ensuring Quality Data for Deep Learning in Varied Application Domains: Data Collection, Curation and Annotation” tutorial at the May 2022 Embedded Vision Summit. In this presentation, Singh explores the data lifecycle for deep learning, with a particular emphasis on data curation and

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“MLOps: Managing Data and Workflows for Efficient Model Development and Deployment,” a Presentation from Airbus

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Konstantinos Balafas, Head of AI Data, and Carlo Dal Mutto, Director of Engineering, both of Airbus, present the “MLOps: Managing Data and Workflows for Efficient Model Development and Deployment” tutorial at the May 2022 Embedded Vision Summit. Machine learning operations (MLOps) is the engineering field focused on techniques for developing and deploying machine learning solutions

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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