Blog Posts

STM32MP21x: It’s never been more cost-effective or more straightforward to create industrial applications with cameras

This blog post was originally published at STMicroelectronics’ website. It is reprinted here with the permission of STMicroelectronics. ST is launching today the STM32MP21x product line, the most affordable STM32MP2, comprising a single-core Cortex-A35 running at 1.5 GHz and a Cortex-M33 at 300 MHz. It thus completes the STM32MP2 series announced in 2023, which became our first 64-bit MPUs. After the […]

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Why scalable high-performance SoCs are the future of autonomous vehicles

This blog post was originally published at Texas Instruments’ website. It is reprinted here with the permission of Texas Instruments. Summary The automotive industry is ascending to higher levels of vehicle autonomy with the help of central computing platforms. SoCs like the TDA5 family offer safe, efficient AI performance through an integrated C7™ NPU and

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Getting Started with Edge AI on NVIDIA Jetson: LLMs, VLMs, and Foundation Models for Robotics

This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Running advanced AI and computer vision workloads on small, power-efficient devices at the edge is a growing challenge. Robots, smart cameras, and autonomous machines need real-time intelligence to see, understand, and react without depending on the cloud. The NVIDIA

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What is a Stop Sign Violation, and How Do Cameras Help Prevent It?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. From suburban neighborhoods to rural highways, failure to comply with stop signs endangers pedestrians, cyclists, and other vehicles. The problem becomes more critical near schools, school buses, and intersections, where non-compliance can lead to severe consequences.

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Why Camera Selection is Extremely Critical in Lottery Redemption Terminals

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Lottery redemption terminals represent the frontline of trust between lottery operators and millions of players. The interaction at the terminal carries high stakes: money changes hands, fraud attempts must be caught instantly, and regulators demand

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AI Glasses: Ushering in the Next Generation of Advanced Wearable Technology

This blog post was originally published at NXP Semiconductors’ website. It is reprinted here with the permission of NXP Semiconductors.   With the continuous evolution of AI and smart hardware, AI smart glasses are no longer science fiction but becoming part of reality. Modern AI glasses are available in a variety of shapes with rich functionality.

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What is a Red Light Camera? A Quick Guide to Vision-Based Traffic Violation Detection

This article was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Intersections remain among the most accident-prone areas in traffic networks, with violations like red-light running leading to severe crashes. Red light cameras automate detection by linking vehicle movement with signal state, capturing clear evidence for enforcement. They

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Accelerate AI Inference for Edge and Robotics with NVIDIA Jetson T4000 and NVIDIA JetPack 7.1

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA is introducing the NVIDIA Jetson T4000, bringing high-performance AI and real-time reasoning to a wider range of robotics and edge AI applications. Optimized for tighter power and thermal envelopes, T4000 delivers up to 1200 FP4  TFLOPs of AI compute and 64 GB of memory,

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ChatTag: Bringing ChatGPT Vision to Image Annotation in OpenFilter

This blog post was originally published at Plainsight Technologies’ website. It is reprinted here with the permission of Plainsight Technologies. Image annotation has always been one of those tasks that’s both essential and tedious. Whether you’re labeling thousands of product photos for a retail model or identifying components in industrial footage, manual annotation is time-consuming and

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How Embedded Vision Is Helping Modernize and Future-Proof Retail Operations

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Physical stores are becoming intelligent environments. Embedded vision turns every critical touchpoint into a source of real-time insight, from shelves and kiosks to checkout zones and digital signages. With cameras analyzing activity as it happens, retailers

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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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