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Resources

In-depth information about the edge AI and vision applications, technologies, products, markets and trends.

The content in this section of the website comes from Edge AI and Vision Alliance members and other industry luminaries.

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Technologies

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From ‘Smart’ to ‘Useful’ Sensors

Can anyone make ‘smart home’ devices useful to consumers? A Calif. startup, Useful Sensors, believes it has the magic potion. What’s at stake? Talk of edge AI, particularly machine learning, has captivated the IoT market. Yet, actual consumer products with local machine learning capabilities, are rare. Who’s ready to pull that off? Will it be

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

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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Unleashing LiDAR’s Potential: A Conversation with Innovusion

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The market for LiDAR in automotive applications is expected to reach US$3.9 billion in 2028 from US$169 million in 2022, representing a 69% Compound Annual Growth Rate (CAGR). According to Yole Intelligence’s

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Applications

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Unleashing LiDAR’s Potential: A Conversation with Innovusion

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The market for LiDAR in automotive applications is expected to reach US$3.9 billion in 2028 from US$169 million in 2022, representing a 69% Compound Annual Growth Rate (CAGR). According to Yole Intelligence’s

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e-con Systems

e-con Systems Launches Superior HDR Multi-camera Solution for NVIDIA Jetson Orin to Revolutionize Autonomous Mobility

California & Chennai (Sep 27, 2023): e-con Systems, with over two decades of experience in designing, developing, and manufacturing OEM cameras, has recently launched STURDeCAM31 – a 3MP GMSL2 HDR IP69K camera powered by Sony® ISX031 sensor for NVIDIA Jetson AGX Orin. Designed for automotive grade, this small form factor camera has been engineered to

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

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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Functions

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

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

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

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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