Blog Posts

How Does Region of Interest (ROI)-based Exposure Benefit Embedded Vision Applications?

Blog Posts, e-con Systems, 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. ROI-based Auto Exposure (AE) and High Dynamic Range (HDR) enhance image quality in embedded vision. The See3CAM_CU81, a 4K HDR USB camera, integrates these features for precise exposure and dynamic range control, making it ideal […]

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NVIDIA Holoscan Sensor Bridge Empowers Developers with Real-time Data Processing

Algorithms & Models, Blog Posts, NVIDIA, 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 rapidly evolving robotics and edge AI landscape, the ability to efficiently process and transfer sensor data is crucial. Many edge applications are moving away from single-sensor fixed-function solutions and in favor of diverse sensor arrays.

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Learn about Computer Vision

Blog Posts, Object Identification, Object Tracking, Synetic AI, Tools /

This blog post was originally published at Synetic AI’s website. It is reprinted here with the permission of Synetic AI. Synthetic data is revolutionizing computer vision. Synetic.ai provides an automated platform for generating training datasets that are photorealistic, annotated, and customizable. Computer vision is the process of extracting meaning from images using statistical patterns in

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AI and Computer Vision Insights at CVPR 2025

Algorithms & Models, 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. Our papers, demos, workshops and tutorial continue our leadership in generative AI and learning systems At Qualcomm AI Research, we are advancing AI to make its core capabilities — perception, reasoning and action — ubiquitous across devices.

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How to Choose the Right Fleet Camera System

Automotive, Blog Posts, e-con Systems, Object Identification, Object Tracking, 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. Fleet camera systems increase a vehicle’s operational safety by capturing real-time footage of the cabin, driver behavior, and vehicle surroundings while in transit. Fleet camera systems come with dashcams, 360-degree surround view systems, interior cameras,

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AI Helps Locate Dangerous Fishing Nets Lost at Sea

Algorithms & Models, Blog Posts, NVIDIA, Object Identification, Object Tracking, Processors, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Conservationists have launched a new AI tool that can sift through petabytes of underwater imaging from anywhere in the world to identify signs of abandoned or lost fishing nets—so-called ghost nets. Each year, around 2% of the

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What Is Agentic AI? A Complete Guide to the Future of Autonomous Intelligence

Algorithms & Models, Blog Posts, Geisel Software, Software, Tools /

This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. What is agentic AI? It refers to intelligent systems that can autonomously set goals, make decisions, and execute tasks without constant human input. It marks a significant shift from reactive chatbots to proactive, mission-oriented AI

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

Algorithms & Models, 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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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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