Object Identification Functions
“Item Recognition in Retail,” a Presentation from 7-Eleven
Sumedh Datar, Senior Machine Learning Engineer at 7-Eleven, presents the “Item Recognition in Retail” tutorial at the May 2023 Embedded Vision Summit. Computer vision has vast potential in the retail space. 7-Eleven is working on fast frictionless checkout applications to better serve customers. These solutions range from faster checkout systems… “Item Recognition in Retail,” a
“Lessons Learned in Developing a High-volume, Vision-enabled Coffee Maker,” an Interview with Keurig Dr Pepper
Jason Lavene, Director of Advanced Development Engineering at Keurig Dr Pepper, talks with Jeff Bier, Founder of the Edge AI and Vision Alliance, for the “Lessons Learned in Developing a High-volume, Vision-enabled Coffee Maker” interview at the May 2023 Embedded Vision Summit. Why did Keurig Dr Pepper—a $12B beverage company—spend… “Lessons Learned in Developing 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
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
Network Optix Demonstration of Its Desktop Client, Harnessing Open Source for Custom Solutions
Sergey Yuldashev, Platform Engagement Director at Network Optix, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Yuldashev demonstrates Network Optix’ acclaimed desktop client. Known as the foundation of one of the world’s leading Video Management Systems (VMS) for the past decade, Network Optix took a
Network Optix Demonstration of Its NX Platform for Empowering Video-focused Applications
Darren Odom, Senior Director of Platform Business Development at Network Optix, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Odom demonstrates Network Optix’ NX platform. Designed to serve as a foundation for building video-focused software as a service applications, the NX platform has already been
Network Optix Demonstration of Its Solution for Navigating the Video Infrastructure in the Era of AI
Darren Odom, Senior Director of Platform Business Development at Network Optix, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Odom demonstrates Network Optix’ robust edge-to-cloud platform. Offering a comprehensive solution for video infrastructure, this platform makes efficient use of small processors, thus making it an
Lattice Semiconductor Demonstration of Object Classification Running on Avant FPGAs
Patrick Bednarski, Software Engineer at Lattice Semiconductor, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Bednarski demonstrates object classification running on Lattice Semiconductor’s Avant FPGAs. Avant is the latest family of mid-range FPGAs from Lattice Semiconductor, optimized for edge processing. In the demo, a video
Hailo Demonstration of Smart Cameras for Intelligent Transportation Systems
Yaniv Iarovici, Head of Business Development at Hailo, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Iarovici demonstrates Hailo’s AI capabilities for smart cameras in intelligent transportation systems (ITS). Iarovici demonstrates various smart cameras which perform advanced video analytics for license plate recognition and other
Improve Accuracy and Robustness of Vision AI Apps with Vision Transformers and NVIDIA TAO
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Vision Transformers (ViTs) are taking computer vision by storm, offering incredible accuracy, robust solutions for challenging real-world scenarios, and improved generalizability. The algorithms are playing a pivotal role in boosting computer vision applications and NVIDIA is making
Hailo Demonstration of Art of Logic’s Video Management System
Yaniv Iarovici, Head of Business Development at Hailo, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Iarovici demonstrates a powerful, complete video management system (VMS) solution for public safety and security. The VMS leverages the Samurai Detect video analytics application developed by Hailo’s software partner,
DeGirum Demonstration of Efficient Pipelining of Multiple Models Using DeGirum PySDK
Shashi Chilappagari, Co-Founder and Chief Architect of DeGirum, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Chilappagari demonstrates DeGirum’s hardware (ORCA) and software (PySDK). Chilappagari demonstrates PYSDK’s ability to pipeline multiple machine learning models by showcasing a use case in which the output of one
DeGirum Demonstration of Running Multiple Object Detection Models in Parallel on DeGirum ORCA
Shashi Chilappagari, Co-Founder and Chief Architect of DeGirum, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Chilappagari demonstrates DeGirum’s hardware (ORCA) and software (PySDK). Chilappagari demonstrates a use case in which three YOLOv5-based object detection models (hand detection, face detection, and person detection) are running
Cadence Demonstration of Tensilica DSPs’ Vision and AI Capabilities for Industrial Products
David Bell, Product Marketing Director for Tensilica AI IP products at Cadence, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Bell demonstrates the vision and AI capabilities of Tensilica DSPs for industrial products, in the process also answering the question of whether a tomato is
