Yair Siegel, Senior Director for Wireless and Emerging Markets at Ceva, presents the “NPU IP Hardware Shaped Through Software and Use-case Analysis” tutorial at the May 2025 Embedded Vision Summit. True innovation in tiny machine learning (tinyML) emerges from a synergy between software ingenuity, real-world application insights and leading-edge processor… “NPU IP Hardware Shaped Through […]
AI model optimization powers high-efficiency DMS on ultra-compact MCUs 50FPS real-time performance with ultra-low power and minimal system footprint SEOUL, South Korea, July 2, 2025 /PRNewswire/ — Nota AI, a global leader in AI optimization, today announced a collaboration with Renesas Electronics Corporation, a premier supplier of advanced semiconductor solutions, to deliver an optimized Driver Monitoring
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Forward-facing cameras are the proverbial eyes of Advanced Driver Assistance Systems (ADAS). They collect real-time visual data from the vehicle’s surroundings and monitor the road, contributing to the system’s overall situational awareness. They capture key
How Does a Forward-facing Camera Work, and What Are Its Use Cases in ADAS? Read More +
Pete Warden, CEO of Useful Sensors, presents the “Voice Interfaces on a Budget: Building Real-time Speech Recognition on Low-cost Hardware” tutorial at the May 2025 Embedded Vision Summit. In this talk, Warden presents Moonshine, a speech-to-text model that outperforms OpenAI’s Whisper by a factor of five in terms of speed.… “Voice Interfaces on a Budget:
Advanced Professional Video CODEC from Chips&Media is now on its way to the Android industry to enable extreme image quality as well as professional video experience in capture, playback, and edit use-cases in APV ecosystem. Key notes: New CODEC for professional video experience, in healthy competition with ProRes in iOS Ideal for edge devices even
Chips&Media’s New APV CODEC Delivers Extreme Visual Quality to the Android Industry Read More +
Single- and Dual-Core MCUs Combine Arm Cortex-M85 and M33 Cores with Arm Ethos-U55 NPU to Deliver Superior AI Performance up to 256 GOPs Unprecedented 7300+ CoreMarks[1] with Dual Arm CPU cores TSMC 22ULL Process Delivers High Performance and Low Power Consumption Embedded MRAM with Faster Write Speeds and Higher Endurance and Retention Dedicated Peripherals Optimized
Renesas Sets New MCU Performance Bar with 1-GHz RA8P1 Devices with AI Acceleration Read More +
Analysis of cobots market penetration by different tasks and industries. Collaborative robots (cobots) have transformed manufacturing, with their market projected to grow from US$1.2 billion in 2023 to US$29.8 billion by 2035, at a CAGR of 34.5% based on IDTechEx‘s analysis. Unlike traditional industrial robots, which operate in isolated, caged environments for safety, cobots work
The Rise of Collaborative Robots: Technical and Commercial Insights Read More +
Edge AI was the primary focus of microcontroller vendors at the 2025 Embedded World Exhibition. We caught up with some industry executives for our annual Embedded Quest program, asking them about their take on Edge AI. As usual, the Embedded World Exhibition in Nuremberg, Germany, drew a large crowd of companies in the computing processor
Embedded Quest 2025: MCU Vendors Step up Edge AI Play Read More +
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. To get the most out of AI, optimizations are critical. When developers think about optimizing AI models for inference, model compression techniques—such as quantization, distillation, and pruning—typically come to mind. The most common of the three, without
Introducing NVFP4 for Efficient and Accurate Low-precision Inference Read More +
Alicia Schandy Wood, Machine Learning Engineer at Tryolabs, and Vienna Saccomanno, Senior Scientist at The Nature Conservancy, co-present the “Computer Vision at Sea: Automated Fish Tracking for Sustainable Fishing” tutorial at the May 2025 Embedded Vision Summit. What occurs between the moment a commercial fishing vessel departs from shore and… “Computer Vision at Sea: Automated
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