Blog Posts

SplitQuant: Layer Splitting for Low-bit Neural Network Quantization for Edge AI Devices

Algorithms, Blog Posts, Nota AI, Software, Tools /

This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI. This study proposes an AI model preprocessing method for improved quantization accuracies on edge AI devices which do not support advanced quantization methods due to their limitations. By splitting layers based on parameter clustering, the […]

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We Built a Personalized, Multimodal AI Smart Glass Experience — Watch It Here

Blog Posts, Multimodal, Qualcomm /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Our demo shows the power of on-device AI and why smart glasses make the ideal AI user interface Gabby walks into a gym while carrying a smartphone and wearing a pair of smart glasses. Unsure of where

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How Vision-based Shelf Monitoring Helps Retailers

Blog Posts, e-con Systems, Object Identification, Object Tracking, Retail, Sensors and Cameras /

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Shelf monitoring systems are critical for maintaining stock levels, improving product availability, and helping display correct promotions and pricing. Learn how these systems are used in real-world scenarios and how to choose the right set

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3D Sensing for In-cabin Monitoring

Airy3D, Automotive, Blog Posts, Object Identification, Object Tracking, Sensors and Cameras /

This blog post is derived from a joint press release by Airy3D and Seeing Machines. It is reprinted here with the permission of Airy3D. A four-year partnership between Airy3D Inc., a Montreal based 3D technology company, and Seeing Machines, an advanced computer vision technology company that designs AI-powered operator monitoring systems to improve transport safety,

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Italian National Automobile Museum Exhibit Honors Legacy and Future of Autonomous Driving

Ambarella, Automotive, Blog Posts, Processors /

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. Fifteen years ago, before we were acquired by Ambarella and became one of the company’s automotive R&D centers, VisLab sent four driverless vehicles from Parma to Shanghai. Traveling over 15,000 kilometers from July to October of 2010,

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UniForm: A Reuse Attention Mechanism for Efficient Transformers on Resource-constrained Edge Devices

Algorithms, Blog Posts, Nota AI, Software, Tools /

This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI. Delivers real-time AI performance on edge devices such as smartphones, IoT devices, and embedded systems. Introduces a novel “Reuse Attention” technique that minimizes redundant computations in Multi-Head Attention. Achieves competitive accuracy and significant inference speed

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Biometrics in IoT: CyberLink Ports FaceMe to Qualcomm Hexagon NPU for Facial Recognition on Edge Devices

Algorithms, Biometrics, Blog Posts, Face Detection, Face Recognition, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. If you develop facial recognition software, you spend most of your time and effort maximizing performance, accuracy and precision. Your customers expect high performance, even when running on low-power edge devices like point-of-sale (POS) terminals, kiosks and

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How Embedded Vision Is Shaping the Next Generation of Autonomous Mobile Robots

Blog Posts, e-con Systems, Robotics, Sensors and Cameras /

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Autonomous Mobile Robots (AMRs) are being deployed across industries, from warehouses and hospitals to logistics and retail, thanks to embedded vision systems. See how cameras are integrated into AMRs so that they can quickly and

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AI Blueprint for Video Search and Summarization Now Available to Deploy Video Analytics AI Agents Across Industries

Algorithms, Blog Posts, Multimodal, NVIDIA, Processors, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The age of video analytics AI agents is here. Video is one of the defining features of the modern digital landscape, accounting for over 50% of all global data traffic. Dominant in media and increasingly important for

AI Blueprint for Video Search and Summarization Now Available to Deploy Video Analytics AI Agents Across Industries Read More +

Effortless Edge Deployment of AI Models with Digica’s AI SDK (Featuring ExecuTorch)

Algorithms, Blog Posts, Digica, Face Detection, Face Recognition, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. Deploying AI models on mobile and embedded devices is a challenge that goes far beyond just converting a trained model. While frameworks like PyTorch offer a streamlined way to develop deep learning models, efficiently deploying them on

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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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