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int8 quantization projects

Final-year project topics built with int8 quantization — working builds, abstracts and honest quotation pricing.

TinyML Air Quality Forecaster — project thumbnail preview
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TinyML Air Quality Forecaster

Knowing the air will be bad in three hours is more useful than knowing it is bad now — you can close windows, reschedule a ru...

OLED Display ESP32 TensorFlow Lite Micro
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TinyML Gesture Recognition using IMU — project thumbnail preview
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TinyML Gesture Recognition using IMU

This project recognizes hand gestures without a camera: a wrist-worn IMU streams accelerometer and gyroscope data into a tiny...

TensorFlow/Keras Arduino Nano 33 BLE Sense or ESP32 + MPU6050 int8 quantization
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TinyML Vibration Anomaly Detector — project thumbnail preview
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TinyML Vibration Anomaly Detector

Rotating machines telegraph their failures through vibration long before they break down — bearing wear changes the vibration...

OLED Display TensorFlow Lite Micro Arduino IDE
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TinyML Water Leak Acoustic Detector — project thumbnail preview
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TinyML Water Leak Acoustic Detector

A pressurized water leak hisses — and that hiss has an acoustic signature a tiny neural network can learn. This project build...

OLED Display ESP32 TensorFlow Lite Micro
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