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Machine learning Reference Designs

Machine learning is transforming the world. Algorithms that used to work with the cloud are now scaling beyond to the edge. From surveillance to ADAS, and robotics to data centers—explore our resources to get technical expertise and stay up to date with machine learning trends and technology.
Reference Design Block Diagram of AMD Versal AI Starter Recipe
Starter Recipe for the AMD Versal AI family of ACAP devices.
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Reference Design Block Diagram of Analog Meter Reading System based on Arduino Solution
Computer Vision systems can automatically take readings from analog meters and displays, eliminating the need for manual reading and recording.
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Reference Design Block Diagram of Avnet AES-S32V-NXP-G EVK ADAS Development Kit
The Avnet S32V development kit is an Arm Cortex-A53 quad core based development platform for vision, machine learning, and sensor fusion applications.
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Reference Design Block Diagram of DC Motor Anomaly Detection System based on Arduino Solution
This Arduino-powered solution implements an energy monitoring-based anomaly detection system using a current sensor and machine learning models running on edge devices.
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Reference Design Block Diagram of Elevator Passenger Counting System based on Arduino Solution
This design is a proof-of-concept device which can count passengers in real-time at high speed and can give an alert if the number of people in an elevator is above a threshold.
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Reference Design Block Diagram of Fall Detection System based on Arduino Solution
Small and lightweight device that can be clipped onto one's belt and worn all day without hassle, able to monitor health parameters and immediately alert assistance in case of fall, with low...
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Reference Design Block Diagram of Intruder Detection System based on Arduino Solution
This describes how to identify when intruders are trying to force an entrance door by analyzing surroundings sounds using a Nicla Voice, Machine Learning Tools, and the Arduino IoT Cloud.
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Reference Design Block Diagram of Layerscape LS1024A Reference Design Board based on NXP Solution
This design, featuring NXP's QorIQ LS1024A communications processor, provides low-power based performance scalability and flexibility for network attached storage applications.
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Reference Design Block Diagram of QorIQ LS1046A Reference Design Board based on NXP Solution
The QorIQ LS1046A and LS1026A processors integrate quad and dual 64-bit Arm Cortex-A72 cores respectively with packet processing acceleration and high-speed peripherals.
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Reference Design Block Diagram of QorIQ LX2160A Reference Design Board based on NXP Solution
The QorIQ LX2160A Reference Design Board implements the Layerscape LX2160A Multicore Communications Processor with sixteen Arm Cortex-A72 cores.
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Reference Design Block Diagram of SABRE DemoBoard based on NXP Solution
The Smart Application Blueprint for Rapid Engineering (SABRE) board for smart devices provides the development kit and software to evaluate NXP's i.MX 6 series of applications processors.
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Reference Design Block Diagram of Smart Containers Inventory System based on Arduino Solution
Arduino Nicla Vision board can be tasked with recognizing different types of containers and sending the resulting data to the cloud automatically.
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Reference Design Block Diagram of Smart Jacket based on Arduino Solution
Say hello to Nicla Sense, the new sensory brain from Arduino, now built into your favorite a K-WAY jacket, powered by Edge Impulse AI, unleashing a new generation of smart clothing.
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Reference Design Block Diagram of Solar Panel Defects Detection System based on Arduino Solution
This solution for tackling this issue revolves around using computer vision and machine learning to find small defects at the surface before automatically reporting the information.
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Reference Design Block Diagram of STM32L4 Discovery Kit IoT Node based on STMicroelectronics Solution
STM32L4 Discovery kit IoT node, V3 and PMOD connectivity provides unlimited expansion capabilities with a large choice of specialized add-on boards.
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Reference Design Block Diagram of Voice Commands System based on Arduino Solution
Control your device with voice commands using the Arduino Speech Recognition Engine, which is a technology field that captures, interprets, and computes a voice to transform it into text (TTS).
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