
New
- Smart city
- Idea
Traffic sign classification
Classify traffic signs thanks to an image classification model from STM32 Model Zoo running on a STM32H7 microcontroller.
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New
- Appliances
- Idea
Coffee bean recognition
Classify coffee beans thanks to an image classification model from STM32 Model Zoo running on a STM32H7 microcontroller.
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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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- Industrial
- Idea
Fault detection and classification in linear actuators
Using AI to detect and diagnose faults in linear actuators
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- Industrial
- Idea
Electrical fault detection and classification
Detect and classify electrical anomalies in a power system.
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- Wearables
- Idea
Human activity recognition using a smartphone
Using a smartphone to recognize human activities.
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- Industrial
- Idea
Ensuring enhanced stability of an electrical grid
Using AI to determine if an electrical grid is stable.
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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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- Appliances
- 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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- Agriculture
- 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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- Smart home
- Demo
Handwriting recognition
Handwriting recognition on ultra-low-power MCU.
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- 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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