Object Identification Functions
“Cost-efficient, High-quality AI for Consumer-grade Smart Home Cameras,” a Presentation from Wyze
Lin Chen, Chief Scientist at Wyze, presents the “Cost-efficient, High-quality AI for Consumer-grade Smart Home Cameras” tutorial at the May 2024 Embedded Vision Summit. In this talk, Chen explains how Wyze delivers robust visual AI at ultra-low cost for millions of consumer smart cameras, and how his company is rapidly expanding these capabilities. He begins
Optimizing the CV Pipeline in Automotive Vehicle Development Using the PVA Engine
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. In the field of automotive vehicle software development, more large-scale AI models are being integrated into autonomous vehicles. The models range from vision AI models to end-to-end AI models for autonomous driving. Now the demand for computing
“Multi-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 2024 Embedded Vision Summit. Object tracking 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 talk, Berneche walks through the construction of
“Improved Navigation Assistance for the Blind via Real-time Edge AI,” a Presentation from Tesla
Aishwarya Jadhav, Software Engineer in the Autopilot AI Team at Tesla, presents the “Improved Navigation Assistance for the Blind via Real-time Edge AI,” tutorial at the May 2024 Embedded Vision Summit. In this talk, Jadhav presents recent work on AI Guide Dog, a groundbreaking research project aimed at providing navigation assistance for the blind community.
“Introduction to Modern Radar for Machine Perception,” a Presentation from Sensor Cortek
Robert Laganière, Professor at the University of Ottawa and CEO of Sensor Cortek, presents the “Introduction to Modern Radar for Machine Perception” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Laganière provides an introduction to radar (short for radio detection and ranging) for machine perception. Radar is a proven technology with a
2023 Milestone: More than 760,000 LiDAR Systems in Passenger Cars. Which Technology Leads the Market?
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Hesai, Seyond, RoboSense, and Valeo: Yole Group’s analysts invite you to dive deep into leading LiDAR tech. OUTLINE: LiDAR can achieve an angular resolution of 0.05°, offering more precise object detection and
“Removing Weather-related Image Degradation at the Edge,” a Presentation from Rivian
Ramit Pahwa, Machine Learning Scientist at Rivian, presents the “Removing Weather-related Image Degradation at the Edge” tutorial at the May 2024 Embedded Vision Summit. For machines that operate outdoors—such as autonomous cars and trucks—image quality degradation due to weather conditions presents a significant challenge. For example, snow, rainfall and raindrops on optical surfaces can wreak
The Two Long-wave Infrared Innovations Required for a US$500M Market
Since thermal cameras have been an automotive technology for 25 years and are still not prevalent, it’s clear that developments are required for them to become a common choice in ADAS sensor suites. Although over 1.2 million on-road vehicles have thermal LWIR camera technology installed, this is 0.08% of the estimated total of 1.5 billion
“Seeing the Invisible: Unveiling Hidden Details through Advanced Image Acquisition Techniques,” a Presentation from Qualitas Technologies
Raghava Kashyapa, CEO of Qualitas Technologies, presents the “Seeing the Invisible: Unveiling Hidden Details through Advanced Image Acquisition Techniques” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Kashyapa explores how advanced image acquisition techniques reveal previously unseen information, improving the ability of algorithms to provide valuable insights. He introduces various techniques, including
What Is Photobleaching, and How Does It Impact Medical Imaging?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Photobleaching is a major challenge in medical imaging, as it compromises the accuracy of fluorescent-based techniques. See how photobleaching works and find out how you can overcome this challenge to help medical applications enhance the
“Omnilert Gun Detect: Harnessing Computer Vision to Tackle Gun Violence,” a Presentation from Omnilert
Chad Green, Director of Artificial Intelligence at Omnilert, presents the “Omnilert Gun Detect: Harnessing Computer Vision to Tackle Gun Violence” tutorial at the May 2024 Embedded Vision Summit. In the United States in 2023, there were 658 mass shootings, and 42,996 people lost their lives to gun violence. Detecting and rapidly responding to potential and
“Using AI to Enhance the Well-being of the Elderly,” a Presentation from Kepler Vision Technologies
Harro Stokman, CEO of Kepler Vision Technologies, presents the “Using Artificial Intelligence to Enhance the Well-being of the Elderly” tutorial at the May 2024 Embedded Vision Summit. This presentation provides insights into an innovative application of artificial intelligence and advanced computer vision technologies in the healthcare sector, specifically focused on nursing homes, hospitals and remote
eYs3D Microelectronics Demonstration of Computer Vision Embedded Solutions with an AI SoC
James Wang, president of eYs3D Microelectronics, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Wang demonstrates the company’s stereo camera and AI SoC with edge processing capability, and computer vision object detection models.
Advex AI Demonstration of Accelerating Machine Vision with Synthetic AI Data
Pedro Pachuca, CEO at Advex AI, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Pachuca demonstrates Advex’s ability to ingest just 10 images and produce thousands of labeled, synthetic images in just hours. These synthetic images cover the distribution of variations
Waveye Demonstration of Ultra-high Resolution LIR Imaging Technology
Levon Budagyan, CEO of Waveye, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Budagyan demonstrates his company’s ultra-high resolution LIR imaging technology, focused on key robotics applications: Robust, privacy-preserving human detection for robots 4D microwave imaging in high resolution for indoor
How AI and Smart Glasses Give You a New Perspective on Real Life
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. When smart glasses are paired with generative artificial intelligence, they become the ideal way to interact with your digital assistant They may be shades, but smart glasses are poised to give you a clearer view of everything
“Real-time Retail Product Classification on Android Devices Inside the Caper AI Cart,” a Presentation from Instacart
David Scott, Senior Machine Learning Engineer at Instacart, presents the “Real-time Retail Product Classification on Android Devices Inside the Caper AI Cart” tutorial at the May 2024 Embedded Vision Summit. In this talk, Scott explores deploying an embedded computer vision model on Android devices for real-time product classification with the goal of increased customer satisfaction
Nextchip Demonstration of a UHD Camera Reference Design Based On Its APACHE_U ISP
Barry Fitzgerald, local representative for Nextchip, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Fitzgerald demonstrates a UHD camera reference design based on the company’s APACHE_U ISP in conjunction with an 8 Mpixel image sensor from fellow Alliance Member company Samsung.
