A TinyML-powered CV cane to solve an everyday challenge for the blind - crossing the street.
Bridging the gap between training on synthetic data and real data in TinyML.
How to use ESP-EYE to run image recognition to recognize hand gestures for rock, paper, and scissors, and how to train it on your own data.
Use the Useful Sensors Person Detector to play a hands-free game of Pong. Thanks ML!
TinyML solution for Plant health prediction using Nvidia Jetson nano & Edge Impulse
In this project, I built an application with TensorFlow Lite to recognize "Stop" and "Go" to wake up the device.
TinyML Forest Ranger detects illegal logging using TinyML and LoRa on the Helium Network, enabling real-time alerts for forest protection.
Perform gesture recognition on the SAMD21 ML Eval Kit using the SensiML Toolkit.
Mount a camera in an industrial or manufacturing location to detect worker falls with computer vision.
Want to build your own TinyML image recognition application? This blog contains all the necessary details for you to get started
A TinyML model using Edge Impulse will predict the status of cold chain like Over heat, Sun Light exposure etc. throughout the transport.
Imagine a voice-controlled AI assistant, powered by LLM, running entirely on a tiny, low-power device.
Speech recognition model deployment to resource-limited devices
Classify a fan's operational state on the SAMD21 ML Eval Kit using the SensiML Toolkit.
Automatic FOMO-based people counting using computer vision to increase elevator safety.
Making a cup of coffee/tea on a Sunday morning is really hard. I would like to make a fully automated coffee/tea maker
Secure, robust, tinyML based delivery of agricultural products to its valid consumers is the most important step for our AREC.
This project allows the user to control the device they are looking at, through voice commands.
A TinyML wearable for environmental sensing. Developed with the Edge Impulse platform and powered by the Syntiant TinyML board.
A proof-of-concept that uses an Arduino to listen for anomolies in the sound of a running motor.
Digital Screen Scraping on edge devices
This blog contains all the necessary info to optimize your TinyML applications
Detection of cracked road to help wheelchair user travel better
This project is used to monitor patient's activity and alerts if fall is detected.
