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“A Survey of Model Compression Methods,” a Presentation from Instrumental

Algorithms, Edge AI and Vision Alliance, Software, Summit 2023, Tools, Videos /

Rustem Feyzkhanov, Staff Machine Learning Engineer at Instrumental, presents the “Survey of Model Compression Methods” tutorial at the May 2023 Embedded Vision Summit. One of the main challenges when deploying computer vision models to the edge is optimizing the model for speed, memory and energy consumption. In this talk, Feyzkhanov… “A Survey of Model Compression …

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“Reinventing Smart Cities with Computer Vision,” a Presentation from Hayden AI

Algorithms, Automotive, Edge AI and Vision Alliance, Object Identification, Object Tracking, Optical Character Recognition, Processors, Security, Sensors, Software, Summit 2023, Tools, Videos /

Vaibhav Ghadiok, Co-founder and CTO of Hayden AI, presents the “Reinventing Smart Cities with Computer Vision” tutorial at the May 2023 Embedded Vision Summit. Hayden AI has developed the first AI-powered data platform for smart and safe city applications such as traffic enforcement, parking and asset management. In this talk,… “Reinventing Smart Cities with Computer …

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“Learning for 360° Vision,” a Presentation from Google

Algorithms, Edge AI and Vision Alliance, Sensors, Software, Summit 2023, Tools, Videos /

Yu-Chuan Su, Research Scientist at Google, presents the “Learning for 360° Vision,” tutorial at the May 2023 Embedded Vision Summit. As a core building block of virtual reality (VR) and augmented reality (AR) technology, and with the rapid growth of VR and AR, 360° cameras are becoming more available and… “Learning for 360° Vision,” a …

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Edge AI and Vision Insights: September 27, 2023 Edition

Edge AI and Vision Alliance, Newsletters /

MULTIMODAL PERCEPTION Frontiers in Perceptual AI: First-person Video and Multimodal Perception First-person or “egocentric” perception requires understanding the video and multimodal data that streams from wearable cameras and other sensors. The egocentric view offers a special window into the camera wearer’s attention, goals, and interactions with people and objects in the environment, making it an …

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“90% of Tech Start-Ups Fail. What the Other 10% Know,” a Presentation from Connected Vision Advisors

Algorithms, Edge AI and Vision Alliance, Processors, Sensors, Software, Summit 2023, Tools, Videos /

Simon Morris, Executive Advisor at Connected Vision Advisors, presents the “90% of Tech Start-Ups Fail. What Do the Other 10% Know?” tutorial at the May 2023 Embedded Vision Summit. Morris is fortunate to have led three tech start-ups with three successful exits. He received a lot of advice along the… “90% of Tech Start-Ups Fail. …

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“Efficient Many-function Video ML at the Edge,” a Presentation from Cisco Systems

Algorithms, Edge AI and Vision Alliance, Software, Summit 2023, Tools, Videos /

Chris Rowen, Vice President of AI Engineering for Webex Collaboration at Cisco Systems, presents the “Efficient Many-function Video ML at the Edge,” tutorial at the May 2023 Embedded Vision Summit. Video streams are so rich, and video workloads are so sophisticated, that we may now expect video ML to supply… “Efficient Many-function Video ML at …

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“Introduction to Optimizing ML Models for the Edge,” a Presentation from Cisco Systems

Algorithms, Edge AI and Vision Alliance, Processors, Software, Summit 2023, Tools, Videos /

Kumaran Ponnambalam, Principal Engineer of AI, Emerging Tech and Incubation at Cisco Systems, presents the “Introduction to Optimizing ML Models for the Edge” tutorial at the May 2023 Embedded Vision Summit. Edge computing opens up a new world of use cases for deep learning across numerous markets, including manufacturing, transportation,… “Introduction to Optimizing ML Models …

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“Efficient Neuromorphic Computing with Dynamic Vision Sensor, Spiking Neural Network Accelerator and Hardware-aware Algorithms,” a Presentation from Arizona State University

Algorithms, Edge AI and Vision Alliance, Processors, Sensors, Software, Summit 2023, Tools, Videos /

Jae-sun Seo, Associate Professor at Arizona State University, presents the “Efficient Neuromorphic Computing with Dynamic Vision Sensor, Spiking Neural Network Accelerator and Hardware-aware Algorithms” tutorial at the May 2023 Embedded Vision Summit. Spiking neural networks (SNNs) mimic biological nervous systems. Using event-driven computation and communication, SNNs achieve very low power… “Efficient Neuromorphic Computing with Dynamic …

“Efficient Neuromorphic Computing with Dynamic Vision Sensor, Spiking Neural Network Accelerator and Hardware-aware Algorithms,” a Presentation from Arizona State University Read More +

“Item Recognition in Retail,” a Presentation from 7-Eleven

Algorithms, Edge AI and Vision Alliance, Object Identification, Object Tracking, Processors, Retail, Sensors, Software, Summit 2023, Tools, Videos /

Sumedh Datar, Senior Machine Learning Engineer at 7-Eleven, presents the “Item Recognition in Retail” tutorial at the May 2023 Embedded Vision Summit. Computer vision has vast potential in the retail space. 7-Eleven is working on fast frictionless checkout applications to better serve customers. These solutions range from faster checkout systems… “Item Recognition in Retail,” a …

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“Lessons Learned in Developing a High-volume, Vision-enabled Coffee Maker,” an Interview with Keurig Dr Pepper

Algorithms, Edge AI and Vision Alliance, Object Identification, Processors, Sensors, Software, Summit 2023, Tools, Videos /

Jason Lavene, Director of Advanced Development Engineering at Keurig Dr Pepper, talks with Jeff Bier, Founder of the Edge AI and Vision Alliance, for the “Lessons Learned in Developing a High-volume, Vision-enabled Coffee Maker” interview at the May 2023 Embedded Vision Summit. Why did Keurig Dr Pepper—a $12B beverage company—spend… “Lessons Learned in Developing 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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