Be inspired by the endless possibilities of Edge AI

Discover many real-world examples based on our Edge AI solutions.
Browse each category to learn more about the enabling technology.
Read customer testimonials and find inspiration to create your own project from our example codes!

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STM32Cube.ai use-case illustration - Water meter
  • Industrial
  • Demo

Aftermarket wireless digit reader

Equip meters with aftermarket wireless & low-power readers.
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use-case fan anomaly detection NanoEdge AI Studio
  • Industrial
  • Demo

Fan anomaly detection based on vibrations  

Learn to detect abnormal behavior at the edge on a vibrating machine.
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AI for Linux use-case illustration - People counting
  • Smart office
  • Idea

People detection and counting solution

Optimized computer vision using an MPU running at 8 FPS.
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STMicroelectronics testimonial NanoEdge AI Studio NKE Watteco
  • Industrial
  • Customer

AI solution for industrial predictive maintenance with NKE Watteco

Predictive maintenance solution for industrial equipment.
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Ping pong let detection with Edge AI solution
  • Entertainment
  • Idea

Detecting the "let" in a table tennis game

Classification of the net vibrations with an accelerometer.
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use-case illustration stm32Cube.ai fan anomaly classification
  • Industrial
  • Demo

Fan anomaly classification based on ultrasound analysis 

Neural Network classification based on a high-frequency analog microphone pipeline.
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STMicroelectronics testimonial NanoEdge AI Studio Crouzet
  • Transportation
  • Customer

AI solution for monitoring automatic doors with Crouzet 

Predictive maintenance on motors for automatic door motors.
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use-case motor anomaly detection NanoEdge AI Studio
  • Industrial
  • Demo

Anomaly detection in an electric motor

Current sensing to detect abnormal behaviors in motors.
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STM32Cube.ai use-case illustration - Flower recognition
  • Environment
  • Idea

Transfer learning applied to flower recognition 

Image classification on high-performance MCU.
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STMicroelectronics testimonial STM32Cube.AI Schneider Electric
  • Smart office
  • Customer

People flow counting Sensor with Schneider Electric

An innovative approach to measure people flows using an in-house thermal sensor.
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use-case Shifumi with NanoEdge AI Studio
  • Appliances
  • Demo

Shifumi gesture recognition

Trigger actions on a PC using a Time-of-Flight sensor to classify hand movements. Recognition of 3 different classes.
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STM32Cube.ai use-case illustration - Acoustic scene classification
  • Smart city
  • Demo

Acoustic scene classification

Identify different environments (indoor, outdoor, in-car) using a simple microphone.
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STMicroelectronics testimonial NanoEdge AI Studio Naval Group
  • Transportation
  • Customer

AI solution to optimize data analysis with Naval Group 

Enabling optimized maintenance systems in ships.
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AI for Linux use-case illustration - Face recognition
  • Transportation
  • Idea

Access control with face recognition

Face identification on a high-performance MPU.
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STMicroelectronics testimonial NanoEdge AI Studio Oxytronic
  • Industrial
  • Customer

AI solution for industrial predictive maintenance with Oxytronic

Predictive maintenance solution for industrial equipment.
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electric drive diagnosis NanoEdge AI Studio use-case illustration picture
  • Industrial
  • Idea

Electric drive diagnosis (11 faults)

Classify data based on different types of faults in an electric drive.
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STM32Cube.ai use-case illustration - AI solution for people counting
  • Transportation
  • Demo

People counting embedded in a camera

People detection and counting on high-performance MCU.
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use-case people counting detection NanoEdge AI Studio
  • Smart building
  • Demo

People counting with a ranging sensor

Count the number of people passing through a door using a Time-of-Flight sensor.
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testimonial-nanoedge-ai-top-banner-lacroix-electronics
  • Industrial
  • Customer

AI solution for reflow oven monitoring with Lacroix Electronics 

Predictive maintenance applied to industrial ovens.
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STM32Cube.ai use-case illustration - Human Activity Recognition
  • Wearables
  • Demo

Human Activity Recognition 

Easily identify 5 different activities with a 3D accelerometer.
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use-case gear fault detection NanoEdge AI Studio
  • Transportation
  • Idea

Gearbox fault detection using vibrations

Vibration analysis to detect an abnormal behavior on a gearbox.
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STM32Cube.ai use-case illustration - People presence detection
  • Industrial
  • Demo

People presence detection (visual wake word)

Human detection on high-performance MCU.
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STM32Cube.ai use-case illustration - Fire detection
  • Industrial
  • Idea

Transfer learning applied to forest fire detection 

Image classification on high-perf MCU.
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STM32Cube.ai use-case illustration - Food recognition
  • Smart home
  • Demo

Food recognition

Image classification on high-performance MCU.
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STMicroelectronics testimonial NanoEdge AI Studio Vaperail
  • Transportation
  • Customer

Railway monitoring with Vapérail 

On-track predictive maintenance.
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use-case ukulele chord detection NanoEdge AI Studio
  • Entertainment
  • Demo

Ukulele chords classification 

Analysis of the vibrations produced by the instrument to detect the chord played.
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STMicroelectronics testimonial NanoEdge AI Studio Altyor
  • Smart building
  • Customer

AI solution for leakage detection with Altyor 

Adaptive water leakage detection solution.
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use-case gesture for gamingwith NanoEdge AI Studio
  • Appliances
  • Demo

Gesture recognition for gaming 

Implementation on low-power MCU without a camera.
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STMicroelectronics testimonial NanoEdge AI Studio SMRI
  • Industrial
  • Customer

AI solution for failure prediction on rotating machines with SMRI 

Predictive maintenance on high-tech industrial tools.
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