Shay Kamin Braun, Director of Low-power AI Marketing at Synaptics, presents the “How to Enhance Edge AI Vision with the Katana SoC Using Multi-Modal Sensing” tutorial at the May 2022 Embedded Vision Summit. Machine learning (ML)-based vision edge AI has wide applicability across a variety of segments, including consumer electronics, home security, smart buildings, smart […]
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. To run neural networks efficiently at the edge on mobile, IoT, and other embedded devices, developers strive to optimize their machine learning (ML) models’ size and complexity while taking advantage of hardware acceleration for inference. For these
Neural Network Optimization with AIMET Read More +
Erik Kokalj, Director of Applications Engineering at Luxonis, presents the “Enable Spatial Understanding for Embedded/Edge Devices with DepthAI” tutorial at the May 2022 Embedded Vision Summit. Many systems need to understand not only what objects are nearby, but also where those objects are in the physical world. This is “spatial AI”. In this talk, Kokalj
Laguna Hills, Calif. – June 14, 2022 – BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of neuromorphic AI IP, and Prophesee, the inventor of the world’s most advanced neuromorphic vision systems, today announced a technology partnership that delivers next-generation platforms for OEMs looking to integrate event-based vision systems
Hussein Osman, Segment Marketing Director at Lattice Semiconductor, presents the “Accelerate Tomorrow’s Models with Lattice FPGAs” tutorial at the May 2022 Embedded Vision Summit. Deep learning models are advancing at a dizzying pace, creating difficult dilemmas for system developers. When you begin developing an edge AI system, you select the best available model for your
This blog post was originally published at Lanner Electronics’ website. It is reprinted here with the permission of Lanner Electronics. In dense urban environments where traffic flow is heavy, keeping up with traffic control and maintaining road safety at intersections with the heaviest traffic is often tricky as vehicles and pedestrians’ behaviors are erratic and
The LEC-2290: An Edge AI Appliance for Traffic Infraction Prevention Read More +
Avi Baum, CTO and Co-founder of Hailo, presents the “Taking Intelligent Video Analytics to the Next Level,” tutorial at the May 2022 Embedded Vision Summit. In this presentation, Baum examines how powerful edge AI improves the value proposition of video analytics across market segments such as physical security, access control, retail and intelligent transportation. He
“Taking Intelligent Video Analytics to the Next Level,” a Presentation from Hailo Read More +
NVIDIA Jetson AGX Orin | Sony STARVIS IMX485 | 1/1.2” sensor | Large pixel size | 4K resolution | Multi-camera solution San Jose and Chennai (June 21, 2022) – e-con Systems, a leading embedded OEM camera company and an NVIDIA Elite Partner, today launched the e-CAM82_CUOAGX – a 4K ultra-low-light camera powered by the NVIDIA
This blog post was originally published at Syntiant’s website. It is reprinted here with the permission of Syntiant. Academic machine learning requires extensive toolsets for model training and evaluation, but the vast majority of academic work is more grounded in model capacity than looking at the energy cost of deploying those models. This puts modelers
Modeling for the Edge: How Neural Network Modelers Should Evaluate Edge Compute Power Read More +
Amol Borkar, Director of Product Management and Marketing for Tensilica Vision and AI DSPs at Cadence, presents the “Designing the Next Ultra-Low-Power Always-On Solution” tutorial at the May 2022 Embedded Vision Summit. Increasingly, users expect their systems to be ready to respond at any time—for example, using a voice command to launch a music playlist.
“Designing the Next Ultra-Low-Power Always-On Solution,” a Presentation from Cadence Read More +
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