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The listing below showcases the most recently published content associated with various AI and visual intelligence functions.
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“Multiple Object Tracking Systems,” a Presentation from Tryolabs
Javier Berneche, Senior Machine Learning Engineer at Tryolabs, presents the “Multiple Object Tracking Systems” tutorial at the May 2023 Embedded Vision Summit. Multiple object tracking (MOT) is an essential capability in many computer vision systems, including applications in fields such as traffic control, self-driving vehicles, sports and more. In this… “Multiple Object Tracking Systems,” a
Reimagining Indoor Localization with Dragonfly: A Glimpse into Uncharted Precision
This blog post was originally published by Onit. It is reprinted here with the permission of Onit. Hello tech enthusiasts! Today, we’re diving into the dynamic world of indoor localization once again, this time with a closer look at the ingenious technology driving Dragonfly. As many of you are already aware, Dragonfly stands as a
“Introduction to Semantic Segmentation,” a Presentation from Au-Zone Technologies
Sébastien Taylor, Vice President of Research and Development at Au-Zone Technologies, presents the “Introduction to Semantic Segmentation” tutorial at the May 2023 Embedded Vision Summit. Vision applications often rely on object detectors, which determine the nature and location of objects in a scene. But many vision applications require a different… “Introduction to Semantic Segmentation,” a
Flex Logix Demonstration of Its InferX IP for AI Inference Implementing Object Detection at the Edge
Jeremy Roberson, Technical Director and Software Architect for AI and Machine Learning at Flex Logix, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Roberson demonstrates the company’s InferX IP for AI inference at the edge, implementing object detection.
Object Detection and Tracking Step by Step Guide: A Hands-on Exercise
This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. This is the third entry in our Road to Machine Learning series; if you read the first and second entries and did your homework, congratulations! The force is growing on you! By now, you should feel familiar
Enhancing Object Detection: The Impact of Visidon CNN-based Noise Reduction
This blog post was originally published at Visidon’s website. It is reprinted here with the permission of Visidon. In the realm of computer vision, object detection plays a vital role in various applications, including surveillance systems, autonomous driving, and image recognition. However, accurate object detection can be challenging in real-world scenarios due to the presence
NXP Demonstration of AI Functions Implemented on Low-power MCX and RT Microcontrollers
Anthony Huereca, Systems Engineer at NXP Semiconductors, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Huereca demonstrates AI functions running on NXP’s low-power microcontrollers (MCUs). NXP’s new MCX N MCU, which includes the NXP-developed eIQ Neutron NPU, delivers an approximately 40x inference performance improvement when
NXP Demonstration of a Driver Monitoring System Enabled By the i.MX 93 SoC and Its Integrated NPU
Michael Pontikes, Systems Engineer at NXP Semiconductors, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Pontikes demonstrates unique features of the new i.MX 93 applications processor. This latest processor from NXP Semiconductors, continuing the company’s long legacy of i.MX applications processors, features the Arm Ethos
Nota AI Demonstration of Revolutionizing Intelligent Transportation Systems with Nota ITS
YooChan Kim, Product Marketing Manager at Nota America Inc., demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Kim demonstrates Nota ITS, a lightweight AI model-based approach for traffic analysis and revolutionizing intelligent transportation systems. Nota ITS includes AI Traffic Cameras, AI Traffic Signal Control, AI
Mean Average Precision (mAP): Common Definition, Myths and Misconceptions
This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. We break down and demystify common object detection metrics, including mean average precision (mAP) and mean average recall (mAR). This is Part 1 of our Tenyks Series on Object Detection Metrics. This post provides insights into how
