Motion Gesture Sensor Classifier
Classify stationary, circle and shake gestures from fixed sensor windows.
Arduino Nano 33 BLE Sense / nRF52840Edge Impulse export or TensorFlow Lite MicroOpen TinyML lab →
TCS Pune
Embedded AI & TinyML
Lab Tools & Features
Embedded AI & TinyML
Model deployment, profiling and sensor intelligence.
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Train, deploy, measure
Embedded AI & TinyML Pro
Build sensor-classification and anomaly-detection models, export Edge Impulse or TensorFlow Lite Micro-ready artifacts, deploy on real boards and prove that accuracy, flash, RAM and latency meet the target.
ESP32 Vibration Anomaly Detector
Learn normal vibration and flag deviations while separating sensor, mounting and operating-condition faults.
ESP32-S3Edge Impulse anomaly block or TFLite Micro autoencoder/classifierOpen TinyML lab →Tiny Keyword Spotting on Cortex-M
Recognise a small command vocabulary while measuring false accepts, privacy exposure and real-time memory use.
Arduino Nano 33 BLE Sense / STM32 Cortex-MTensorFlow Lite Micro or Edge Impulse C++ libraryOpen TinyML lab →TinyML Model Deployment and Memory Profiler
Deploy a known model reproducibly and measure model bytes, runtime flash, tensor arena, stack, heap and inference timing.
ESP32 / nRF52 / STM32 / RP2040TensorFlow Lite Micro C++Open TinyML lab →