Edge AI and Vision Alliance

“Transformer Networks: How They Work and Why They Matter,” a Presentation from Ryddle AI

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

Rakshit Agrawal, Co-Founder and CEO of Ryddle AI, presents the “Transformer Networks: How They Work and Why They Matter” tutorial at the May 2024 Embedded Vision Summit. Transformer neural networks have revolutionized artificial intelligence by introducing an architecture built around self-attention mechanisms. This has enabled unprecedented advances in understanding sequential… “Transformer Networks: How They Work […]

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“Removing Weather-related Image Degradation at the Edge,” a Presentation from Rivian

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

Ramit Pahwa, Machine Learning Scientist at Rivian, presents the “Removing Weather-related Image Degradation at the Edge” tutorial at the May 2024 Embedded Vision Summit. For machines that operate outdoors—such as autonomous cars and trucks—image quality degradation due to weather conditions presents a significant challenge. For example, snow, rainfall and raindrops… “Removing Weather-related Image Degradation at

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“Seeing the Invisible: Unveiling Hidden Details through Advanced Image Acquisition Techniques,” a Presentation from Qualitas Technologies

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

Raghava Kashyapa, CEO of Qualitas Technologies, presents the “Seeing the Invisible: Unveiling Hidden Details through Advanced Image Acquisition Techniques” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Kashyapa explores how advanced image acquisition techniques reveal previously unseen information, improving the ability of algorithms to provide valuable insights.… “Seeing the Invisible: Unveiling Hidden

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“Data-efficient and Generalizable: The Domain-specific Small Vision Model Revolution,” a Presentation from Pixel Scientia Labs

Aerospace and Defense, Algorithms, Edge AI and Vision Alliance, Industrial Vision (Computer Vision), Medical, Multimodal, Software, Summit 2024, Tools, Videos /

Heather Couture, Founder and Computer Vision Consultant at Pixel Scientia Labs, presents the “Data-efficient and Generalizable: The Domain-specific Small Vision Model Revolution” tutorial at the May 2024 Embedded Vision Summit. Large vision models (LVMs) trained on a large and diverse set of imagery are revitalizing computer vision, just as LLMs… “Data-efficient and Generalizable: The Domain-specific

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Edge AI and Vision Insights: October 9, 2024

Edge AI and Vision Alliance, Newsletters /

 LETTER FROM THE EDITOR Dear Colleague, Next Thursday, October 17, 2024 at 9 am PT, SiMa.ai will present the free webinar “Delivering High Performance, Low Power Complete Edge AI Applications with the SiMa.ai One Platform MLSoC and Toolset” in partnership with the Edge AI and Vision Alliance. SiMa.ai has redefined AI at the edge. With

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“Omnilert Gun Detect: Harnessing Computer Vision to Tackle Gun Violence,” a Presentation from Omnilert

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

Chad Green, Director of Artificial Intelligence at Omnilert, presents the “Omnilert Gun Detect: Harnessing Computer Vision to Tackle Gun Violence” tutorial at the May 2024 Embedded Vision Summit. In the United States in 2023, there were 658 mass shootings, and 42,996 people lost their lives to gun violence. Detecting and… “Omnilert Gun Detect: Harnessing Computer

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“Adventures in Moving a Computer Vision Solution from Cloud to Edge,” a Presentation from MetaConsumer

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

Nate D’Amico, CTO and Head of Product at MetaConsumer, presents the “Adventures in Moving a Computer Vision Solution from Cloud to Edge” tutorial at the May 2024 Embedded Vision Summit. Optix is a computer vision-based AI system that measures advertising and media exposures on mobile devices for real-time marketing optimization.… “Adventures in Moving a Computer

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“Bridging Vision and Language: Designing, Training and Deploying Multimodal Large Language Models,” a Presentation from Meta Reality Labs

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

Adel Ahmadyan, Staff Engineer at Meta Reality Labs, presents the “Bridging Vision and Language: Designing, Training and Deploying Multimodal Large Language Models” tutorial at the May 2024 Embedded Vision Summit. In this talk, Ahmadyan explores the use of multimodal large language models in real-world edge applications. He begins by explaining… “Bridging Vision and Language: Designing,

“Bridging Vision and Language: Designing, Training and Deploying Multimodal Large Language Models,” a Presentation from Meta Reality Labs Read More +

“Using MIPI CSI to Interface with Multiple Cameras,” a Presentation from Meta

Edge AI and Vision Alliance, Sensors and Cameras, Summit 2024, Videos /

Karthick Kumaran Ayyalluseshagiri Viswanathan, Staff Software Engineer at Meta, presents the “Using MIPI CSI to Interface with Multiple Cameras” tutorial at the May 2024 Embedded Vision Summit. As demand rises for vision capabilities in robotics, virtual/augmented reality, drones and automotive, there’s a growing need for systems to incorporate multiple cameras.… “Using MIPI CSI to Interface

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“Introduction to Depth Sensing,” a Presentation from Meta

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

Harish Venkataraman, Depth Cameras Architecture and Tech Lead at Meta, presents the “Introduction to Depth Sensing” tutorial at the May 2024 Embedded Vision Summit. We live in a three-dimensional world, and the ability to perceive in three dimensions is essential for many systems. In this talk, Venkataraman introduced the main… “Introduction to Depth Sensing,” a

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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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