Blog Posts

Detecting Real-time Waste Contamination Using Edge Computing and Video Analytics

Algorithms, Blog Posts, Industrial Vision (Computer Vision), NVIDIA, Object Identification, Processors, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The past few decades have witnessed a surge in rates of waste generation, closely linked to economic development and urbanization. This escalation in waste production poses substantial challenges for governments worldwide in terms of efficient processing and […]

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How Ethernet Cameras Are Making a Comeback with New, Powerful Features

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. In this blog, you’ll get expert insights about the role of Ethernet cameras in embedded vision, their challenges, and the exciting features that continue to make PoE technology extremely valuable. The PoE (Power of Ethernet)

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What Do Vision Transformers See?

Algorithms, Blog Posts, Embedl, Software, Tools /

This blog post was originally published at Embedl’s website. It is reprinted here with the permission of Embedl. CNNs have long been the workhorses of vision ever since they achieved the dramatic breakthroughs of super-human performance with AlexNet in 2012. But recently, the vision transformer (ViT) is changing the picture. CNNs have a an inductive

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Anonymous vs. Anonymized: Learn the Difference

Blog Posts, Object Identification, Outsight, Sensors and Cameras /

This blog post was originally published at Outsight’s website. It is reprinted here with the permission of Outsight. Understanding anonymity in sensor data: discover the inherent privacy characteristics of each type of sensor data and the potential risks associated with anonymizing sensitive information. In the realm of computer vision, terms like ‘anonymized data’ frequently float

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Edge AI in Medical Applications

Algorithms, Blog Posts, Digica, Medical, Object Identification, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. A practical use for object detection based on Convolutional Neural Networks is in devices which can support people with impaired vision. An embedded device which runs object-detection models can make everyday life easier for users with such

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Optimizing Generative AI for Edge Devices

Algorithms, 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. How pruning, quantization and knowledge distillation help fit generative AI into resource-limited edge devices As of April 2023, one in three U.S. adults have used generative artificial intelligence (AI): Are you among them?1 When OpenAI unveiled ChatGPT

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Fixed-focus vs. Autofocus Lenses: How to Choose the Best Lens for Your Application

Blog Posts, e-con Systems, Industrial Vision (Computer Vision), Medical, Retail, Robotics, Security, 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. In this blog, you’ll learn about these two lens types with key insights into their attributes and best-use scenarios in the world of embedded vision. Embedded vision systems rely heavily on the capabilities of their

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An In-depth Comparison of LiDAR, Camera and Radar Technologies

Algorithms, Blog Posts, Object Identification, Object Tracking, Outsight, Software, Tools /

This blog post was originally published at Outsight’s website. It is reprinted here with the permission of Outsight. This article explores the capabilities and limitations of each type of sensor, to provide a clear understanding of why LiDAR has emerged as a strong contender in the computer vision tech race. This article delves into the

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IoT for Dummies: Decoding the Language of Your Smart Building

Algorithms, Blog Posts, Digica, Security, Sensors and Cameras, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. As smart home technology continues to evolve, our homes are becoming equipped with an increasing number of sensors, each capable of generating valuable data. From security systems and motion detectors to monitoring electricity and water usage, these

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Benchmarking Camera Performance on Your Workstation with NVIDIA Isaac Sim

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

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Robots are typically equipped with cameras. When designing a digital twin simulation, it’s important to replicate its performance in a simulated environment accurately. However, to make sure the simulation runs smoothly, it’s crucial to check the performance

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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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