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“Edge AI Optimization on Rails—Literally,” a Presentation from Wabtec

Algorithms, Edge AI and Vision Alliance, Industrial Vision (Computer Vision), Memory, Processors, Sensors and Cameras, Software, Summit 2024, Tools, Videos /

Matthew Pietrzykowski, Principal Data Scientist at Wabtec, presents the “Edge AI Optimization on Rails—Literally” tutorial at the May 2024 Embedded Vision Summit. In this talk, Pietrzykowski shares highlights from his company’s adventures developing computer vision solutions for the rail transportation industry. He begins with an introduction to the types of… “Edge AI Optimization on Rails—Literally,” […]

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Optimizing the CV Pipeline in Automotive Vehicle Development Using the PVA Engine

Algorithms, Automotive, Blog Posts, NVIDIA, Object Identification, Object Tracking, Processors, Sensors and Cameras, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. In the field of automotive vehicle software development, more large-scale AI models are being integrated into autonomous vehicles. The models range from vision AI models to end-to-end AI models for autonomous driving.  Now the demand for computing

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“How Large Language Models Are Impacting Computer Vision,” a Presentation from Voxel51

Algorithms, Edge AI and Vision Alliance, Software, Summit 2024, Tools, Videos /

Jacob Marks, Senior ML Engineer and Researcher at Voxel51, presents the “How Large Language Models Are Impacting Computer Vision” tutorial at the May 2024 Embedded Vision Summit. Large language models (LLMs) are revolutionizing the way we interact with computers and the world around us. However, in order to truly understand… “How Large Language Models Are

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“Implementing AI/Computer Vision for Corporate Security Surveillance,” a Presentation from VMware

Algorithms, Edge AI and Vision Alliance, Face Detection, Face Recognition, Object Tracking, Optical Character Recognition, Security, Sensors and Cameras, Software, Summit 2024, Tools, Videos /

Prasad Saranjame, former Head of Physical Security and Resiliency at VMware, presents the “Implementing AI/Computer Vision for Corporate Security Surveillance” tutorial at the May 2024 Embedded Vision Summit. AI-enabled security cameras offer substantial benefits for corporate security and operational efficiency. However, successful deployment requires thoughtful selection of use cases and… “Implementing AI/Computer Vision for Corporate

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“Continual Learning thru Sequential, Lightweight Optimization,” a Presentation from Vision Elements

Algorithms, Edge AI and Vision Alliance, Software, Summit 2024, Tools, Videos /

Guy Lavi, Managing Partner at Vision Elements, presents the “Continual, On-the-fly Learning through Sequential, Lightweight Optimization” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Lavi shows how techniques of sequential optimization are applied to enable continual learning during run-time, as new observations flow in. The lightweight nature… “Continual Learning thru Sequential, Lightweight

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Qualcomm and Mistral AI Partner to Bring New Generative AI Models to Edge Devices

Algorithms, News, Processors, Qualcomm, Software, Tools /

Highlights: Qualcomm announces collaboration with Mistral AI to bring Mistral AI’s models to devices powered by Snapdragon and Qualcomm platforms. Mistral AI’s new state-of-the-art models, Ministral 3B and Ministral 8B, are being optimized to run on devices powered by the new Snapdragon 8 Elite Mobile Platform, Snapdragon Cockpit Elite and Snapdragon Ride Elite, and Snapdragon

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Why Qualcomm AI Orchestrator is the Key to Next Generation AI Experiences

Algorithms, Blog Posts, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. The software will help facilitate your personal preferences, apps and gen AI models to work together and provide revolutionary on-device AI capabilities In the rapidly evolving landscape of generative artificial intelligence (AI) and how we interact with

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“Multi-object Tracking Systems,” a Presentation from Tryolabs

Algorithms, Edge AI and Vision Alliance, Object Identification, Object Tracking, Software, Summit 2024, Tools, Videos /

Javier Berneche, Senior Machine Learning Engineer at Tryolabs, presents the “Multiple Object Tracking Systems” tutorial at the May 2024 Embedded Vision Summit. Object tracking is an essential capability in many computer vision systems, including applications in fields such as traffic control, self-driving vehicles, sports and more. In this talk, Berneche… “Multi-object Tracking Systems,” a Presentation

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“Improved Navigation Assistance for the Blind via Real-time Edge AI,” a Presentation from Tesla

Algorithms, Edge AI and Vision Alliance, Object Identification, Object Tracking, Sensors and Cameras, Software, Summit 2024, Tools, Videos /

Aishwarya Jadhav, Software Engineer in the Autopilot AI Team at Tesla, presents the “Improved Navigation Assistance for the Blind via Real-time Edge AI,” tutorial at the May 2024 Embedded Vision Summit. In this talk, Jadhav presents recent work on AI Guide Dog, a groundbreaking research project aimed at providing navigation… “Improved Navigation Assistance for the

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Qualcomm Announces Multi-year Strategic Collaboration with Google to Deliver Generative AI Digital Cockpit Solutions

Algorithms, Automotive, News, Processors, Qualcomm, Software, Tools /

Highlights: Qualcomm and Google will leverage Snapdragon Digital Chassis and Google’s in-vehicle technologies to produce a standardized reference framework for development of generative AI-enabled digital cockpits and software-defined vehicles (SDV). Qualcomm to lead go-to-market efforts for scaling and customization of joint solution with the broader automotive ecosystem. Companies’ collaboration demonstrates power of co-innovation, empowering automakers

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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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