Beyond historical insights, develop an IoT solution to monitor threatened mammals as elephants with insights based on TinyML in realtime.
Apply sound data-based anomalous behavior detection, diagnose the root cause via object detection concurrently, and inform the user via SMS.
Setup the MaaXBoard over UART so you can access it via SSH. Then setup remote desktop.
A computer vision system that detects and localizes the surface cracks in the concrete structures for the predictive maintenance
Detect keychains to inform emergency contacts via WhatsApp / SMS. Display results via BLE. Let contacts request location info from Maps API.
This is a device that can recognize faces and then send the results via serial communication
Giving a drone the ability to autonomously follow you using deep learning-based computer vision techniques.
Elephant AI is a set of machine learning algorithms to help in Elephant conservation and protect them from poaching.
The robot is designed to operate by itself without manual control, and also pick up and drop an object using the forklifting concept.
A magic wand that uses machine learning to learn and recognize wand gestures, powered by Arduino Nano 33 BLE, TensorFlow, and PlatformIO.
A TinyML model using Arduino Portenta and Edge Impulse to predict the anomalous operation in Industrial machineries like Pump, valves & fans
This project describes how to add support for Hailo-8 to the Tria Vitis Platforms.
Towards Spatial-guided Vision based Assistive Robotics using EdgeImpulse and LEGO Mindstorms.
We present an effective, easy-to-implement, and low-cost modular framework for completing complex navigation tasks.
This tinyML project aims to protect farms from pests and it also keeps updating the owner on climate and soil conditions.
This device addresses the lack of proper assistive and feedback devices for patients with lower limb disabilities around the globe.
Learn how to use the Prediction ML feature on the Bolt Cloud, to predict the trend in any data.
We built a robot hedgehog that drives around (controlled from a browser) and can identify up to 5 different smells along the way.
Machine Learning and image manipulation to compare model performances
This is a bit of a fun project I’ve done in recent weeks. Actually adding machine learning for the AIY Voice kit.
Solution that allows turning any Linux-based device into an Amazon Echo.
Learn how to set up a development environment and create your first edge AI project using the RASynBoard.
A low-power, low-cost, and practical device to enable people with prosthetic arms to feel touch again. Compatible with any prosthetic arm.
A robot that learns to move towards the nearest obstacle and maintain a minimum distance using deep reinforcement learning on an ESP32.
