Algorithms

“Person Re-Identification and Tracking at the Edge: Challenges and Techniques,” a Presentation from the University of Auckland

Algorithms, Edge AI and Vision Alliance, Software, Summit 2021, Tools, Videos /

Morteza Biglari-Abhari, Senior Lecturer at the University of Auckland, presents the “Person Re-Identification and Tracking at the Edge: Challenges and Techniques” tutorial at the May 2021 Embedded Vision Summit. Numerous video analytics applications require understanding how people are moving through a space, including the ability to recognize when the same person has moved outside of […]

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“DNN Training Data: How to Know What You Need and How to Get It,” a Presentation from Tech Mahindra

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Abhishek Sharma, Practice Head for Engineering AI at Tech Mahindra, presents the “DNN Training Data: How to Know What You Need and How to Get It” tutorial at the May 2021 Embedded Vision Summit. Successful training of deep neural networks requires the right amounts and types of annotated training data. Collecting, curating and labeling this

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Proven Drone-Based Automatic Dent Inspection Maps an Entire Rafale Fighter Jet in Just One Hour

8tree, Aerospace and Defense, Algorithms, News, Sensors and Cameras, Software /

(© Donecle – Latam 2019) Experience the flying dentCHECK at this year’s MRO Europe in Amsterdam, booth #3080C and #9059 CONSTANCE, Germany and RANCHO CUCAMONGA, Calif. (PRWEB)October 15, 2021 – In early 2020, the French Defense Innovation Agency launched a program in partnership with 8tree, Donecle and Dassault to explore automated drone-based dent-inspection of the

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“Automotive Vision – What’s Growing, What’s Not, and Why?,” a Presentation from Strategy Analytics

Algorithms, Automotive, Edge AI and Vision Alliance, Market Analysis, Processors, Sensors and Cameras, Software, Summit 2021, Tools, Videos /

Ian Riches, Vice President of Automotive Practice and Director at Strategy Analytics, presents the “Automotive Vision Systems – What’s Growing, What’s Not, and Why?” tutorial at the May 2021 Embedded Vision Summit. In this presentation, Riches looks at the key applications and use cases that are driving rapid adoption of vision systems in automotive applications,

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Looks Can Be Perceiving: Startups Build Highly Accurate Perception Software on NVIDIA DRIVE

AImotive, Algorithms, Automotive, Blog Posts, NVIDIA, Processors, Sensors and Cameras, Software, STRADVISION, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. High-performance, energy-efficient AI compute is heightening autonomous vehicles’ detection capabilities. For autonomous vehicles, what’s on the surface matters. While humans are taught to avoid snap judgments, self-driving cars must be able to see, detect and act quickly

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“A Highly Data-Efficient Deep Learning Approach,” a Presentation from Samsung

Algorithms, Edge AI and Vision Alliance, Medical, Software, Summit 2021, Tools, Videos /

Patrick Bangert, Vice President of AI at Samsung, presents the “Highly Data-Efficient Deep Learning Approach” tutorial at the May 2021 Embedded Vision Summit. Many applications, such as medical imaging, lack the large amounts of data required for training popular CNNs to achieve sufficient accuracy. Often, these same applications suffer from an imbalanced class distribution problem

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“Challenges in Vision-based Adaptive Traffic Control Systems,” a Presentation from Sahaj Software Solutions

Algorithms, Automotive, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2021, Tools, Videos /

Venkatesh Wadawadagi, Solution Consultant at Sahaj Software Solutions, presents the “Challenges in Vision-based Adaptive Traffic Control Systems” tutorial at the May 2021 Embedded Vision Summit. Adaptive traffic control systems (ATCSs) adjust traffic signal timing based on demand. Wadawadagi begins by presenting the main building blocks of a vision-based ATCS, including pre-processing, vehicle detection, vehicle classification

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“10 Things You Must Know Before Designing Your Own Camera,” a Presentation from Panopteo

Algorithms, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2021, Tools, Videos /

Alex Fink, consultant at Panopteo, presents the “10 Things You Must Know Before Designing Your Own Camera” tutorial at the May 2021 Embedded Vision Summit. Computer vision requires vision. This is why companies that use computer vision often decide they need to create a custom camera module (and perhaps other custom sensors) that meets the

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Real-time Face Detection on Raspberry Pi

Algorithms, Blog Posts, Software, Tools, Xailient /

This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. A step-by-step guide to implement real-time face detection on a Raspberry Pi running 24 frames per second. In this post, I will guide you through a step-by-step process of implementing real-time face detection on a Raspberry Pi, running

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“Maintaining DNN Accuracy When the Real World is Changing,” a Presentation from Observa

Algorithms, Edge AI and Vision Alliance, Software, Summit 2021, Tools, Videos /

Erik Chelstad, CTO and co-founder of Observa, presents the “Maintaining DNN Accuracy When the Real World is Changing” tutorial at the May 2021 Embedded Vision Summit. We commonly train deep neural networks (DNNs) on existing data and then use the trained model to make predictions on new data. Once trained, these predictive models approximate a

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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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