jaredmaks / tinyml-on-the-edge
IMU sensors on Arduino Nano 33 BLE Sense can be used in gesture recognition. Using machine learning, a model is trained using the data collected from the IMU sensors on Google Colaboratory. A tensorflow lite model is encoded in arduino header which a classifier sketch uses. They include; accelerometer , gyroscope and magnetometer.
☆32Updated 5 years ago
Alternatives and similar repositories for tinyml-on-the-edge:
Users that are interested in tinyml-on-the-edge are comparing it to the libraries listed below
- Example demonstrates how to create a motion sensing application to recognize human activities using machine learning on an STM32WB microc…☆17Updated 2 years ago
- Motion recognition with artificial intelligence on STM32☆19Updated 7 years ago
- TensorFlow package for Cortex-M0-Plus, Cortex-M4, Cortex-M7, and Cortex-M55 CPUs.☆41Updated 10 months ago
- STM32CUBE IDE X-CUBE-AI project version for STM32F4 Discovery based on ST HAR-CNN Keras model☆15Updated 5 years ago
- lsm6dsox platform independent driver based on Standard C language and compliant with MISRA standard☆14Updated 4 months ago
- SparkFun's Edge Development Board is based around the newest edge technology and is perfect for getting your feet wet with voice and even…☆43Updated 5 years ago
- Send sensor data from an ESP + BNO055 → MQTT and/or serial port☆17Updated 3 years ago
- TensorFlow Lite Micro Library in Arduino Style☆14Updated 9 months ago
- Machine Learning on ESP32 with MicroPython and standard ML algorithms to detect gestures from time-series data.☆49Updated 3 years ago
- Image features for edge AI☆23Updated 5 years ago
- AI Model Zoo services for STM32 devices☆33Updated last month
- ☆21Updated 4 years ago
- TinyML on Arduino @ AI/ML DevFest Workshop - September 28, 2019☆56Updated 5 years ago
- Full firmware package for STM32WBA series containing CMSIS, HAL-LL, BSP drivers, MW libraries, and a set of projects ready for use on STM…☆18Updated last month
- This is the TinyML programs for ESP32 according to BlackWalnut Labs Tutorials. (黑胡桃实验室的TinyML教程中的程序集合)☆166Updated 3 months ago
- Using Tensorflow Lite for Microcontrollers to run a neural network to classify images of clothing. Run on ESP32 as standalone computation…☆14Updated 4 years ago
- Gesture recognition Deep Learning project for STM32 (based on Keras model)☆24Updated 5 years ago
- Portable C++ library for signal processing and machine learning inferencing☆84Updated 3 weeks ago
- Upside Down Lab's ADS1292R breakout board for ECG & Respiration.☆15Updated 4 years ago
- Kendryte k210 standalone programming guide☆53Updated 4 years ago
- Data Sampling App from Serial to CSV file☆41Updated 3 years ago
- ☆270Updated 3 years ago
- Embedded Kalman Filter algorithm developed in C for ARM Cortex STM32F407☆32Updated 7 years ago
- TinyML example showing how to do anomaly detection with Python and Arduino☆154Updated 4 years ago
- ☆31Updated 5 years ago
- Magic Wand example for TensorFlow Lite Micro☆40Updated 2 years ago
- Sensor API for the BHI260AP, BHI260AB and BHA260AB smart sensors☆35Updated 2 weeks ago
- Bluetooth Direction Finding Tag sample application. Works with u-connectLocate.☆35Updated 4 months ago
- ☆46Updated 6 months ago
- Hand written digits recognition on STM32F4☆22Updated 6 years ago