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  • Environment
  • Idea

Predicting extreme weather temperatures

Predict the next day’s maximum temperature to better prepare for potential disasters.
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New
  • Industrial
  • Idea

Fault detection and classification in linear actuators

Using AI to detect and diagnose faults in linear actuators
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New
  • Smart city
  • Idea

Electrical fault detection and classification

Detect and classify electrical anomalies in a power system.
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New
  • Wearables
  • Idea

Human activity recognition using a smartphone

Using a smartphone to recognize human activities.
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  • Industrial
  • Idea

Estimating torque and rotor temperature for improved motor performance

Using AI to extrapolate torque and rotor temperature values to improve motor performance.
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  • Smart city
  • Idea

Ensuring enhanced stability of an electrical grid

Using AI to determine if an electrical grid is stable.
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  • Industrial
  • Demo

Accurately measure the weight of clothes inside a washing machine

Using AI to make your home appliances “smarter” and more energy efficient for a sustainable future.
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  • Industrial
  • Demo

Motor fault detection and classification

Detection and classification of motor faults for predictive maintenance.
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  • Industrial
  • Idea

Monitoring quality in a food production line

Create an AI model that predicts the quality of processed food instead of measuring it.
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STM32Cube.AI use-case illustration - Handwriting recognition
  • Smart home
  • Demo

Handwriting recognition

Handwriting recognition on ultra-low-power MCU.
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use case stm32Cube.AI hand posture recognition
  • Smart building
  • Demo

Hand posture recognition without camera module

Hand posture recognition running on STM32F401 based on ST multizone Time-of-Flight ranging sensor.
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  • Environment
  • Demo

Plant leaf disease identification

Image classification on high-performance MCU. MobileNet 0.25 model from STM32 model zoo.
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  • Environment
  • Demo

Transfer learning applied to flower recognition 

Image classification on high-performance MCU. MobileNetV2 alpha 0.35 model from STM32 model zoo.
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  • Industrial
  • Demo

Anomaly detection in a motor running at different speeds

Smart sensor node over BLE connectivity to simplify the configuration and to be notified in case of detection via a mobile app.
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  • Industrial
  • Demo

Pump anomaly detection based on vibrations 

Learn to detect abnormal behavior at the edge on a vibrating machine.
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  • Smart home
  • Idea

Floor type detection for vacuum cleaners

Advanced solution for material recognition of floor type (hard or soft) enabled by AI technology.
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  • Industrial
  • Demo

Aftermarket wireless digit reader

Equip meters with aftermarket wireless & low-power readers.
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  • Industrial
  • Demo

Fan anomaly detection based on vibrations  

Learn to detect abnormal behavior at the edge on a vibrating machine.
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  • Smart city
  • Idea

People detection and counting solution

Optimized computer vision using an MPU running at 8 FPS.
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  • Industrial
  • Customer

AI solution for industrial predictive maintenance with NKE Watteco

Predictive maintenance solution for industrial equipment.
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  • Entertainment
  • Idea

Detecting the “let” in a table tennis game

Classification of the net vibrations with an accelerometer.
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  • Industrial
  • Demo

Fan anomaly classification based on ultrasound analysis 

Neural Network classification based on a high-frequency analog microphone pipeline.
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  • Transportation
  • Customer

AI solution for monitoring automatic doors with Crouzet 

Predictive maintenance on motors for automatic door motors.
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  • Industrial
  • Demo

Anomaly detection in an electric motor

Current sensing to detect abnormal behaviors in motors.
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  • 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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  • Appliances
  • Idea

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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  • Smart city
  • Demo

Acoustic scene classification

Identify different environments (indoor, outdoor, in-car) using a simple microphone.
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  • Non classé
  • Customer

AI solution to optimize data analysis with Naval Group 

Enabling optimized maintenance systems in ships.
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  • Smart building
  • Idea

Access control with face recognition

Face identification on a high-performance MPU.
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  • Industrial
  • Customer

AI solution for industrial predictive maintenance with Oxytronic

Predictive maintenance solution for industrial equipment.
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  • Industrial
  • Idea

Electric drive diagnosis (11 faults)

Classify data based on different types of faults in an electric drive.
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  • Transportation
  • Demo

People counting embedded in a camera

People detection and counting on high-performance MCU.
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  • Transportation
  • Idea

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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  • Industrial
  • Customer

AI solution for reflow oven monitoring with Lacroix Electronics 

Predictive maintenance applied to industrial ovens.
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  • Wearables
  • Demo

Human Activity Recognition 

Easily identify 5 different activities with a 3D accelerometer.
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  • Transportation
  • Idea

Gearbox fault detection using vibrations

Vibration analysis to detect an abnormal behavior on a gearbox.
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  • Smart office
  • Demo

People presence detection (visual wake word)

Human detection on high-performance MCU.
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  • Environment
  • Demo

Transfer learning applied to forest fire detection 

Image classification on high-perf MCU.
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  • Appliances
  • Demo

Food recognition

Image classification on high-performance MCU.
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  • Transportation
  • Customer

Railway monitoring with Vapérail 

On-track predictive maintenance.
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