Eyes on Edge: tinyML Vision Challenge!

A system which detects intruders in dark with a low resolution thermal camera connected to a Raspberry Pi Pico using a TensorFlow Lite model

A vending machine with gesture controlled touch-free console using computer vision and TinyML with Raspberry-pi Zero W and Arduino Nano.

Unmanned Surface Vessel to revolutionize how mid-ocean oil spills are treated with minimum human intervention.

Raspberry Pi Zero W + Google Coral USB Accelerator = low power, customizable AIoT smart camera!

This project is a proof of concept to test the feasibility of using tinyML with ultra low cost microscopes to classify microorganisms

Build a "speed trap" that uses ML to identify vehicles, a radar sensor to measure speed, and a cellular module to report data to the cloud.

An experiment to explore how Arduino Nano 33 BLE Sense, can be used to detect Acute Lymphoblastic Leukemia.

Provide secure building entry by using microwave sensor and DepthAI camera.

A machine that automatically tracks the calories in your food item when placed on the weighing scale.

Using Camera Vision and tinyML to detect foxes with mange.

This project has been moved to a new location.

Power consumption of Neural Compute Stick is less than 2W. TFLite (3fps) vs OpenVINO (27fps) -> 9X. Encryption enabled to trained models.

An autonomous drone using Google's Coral Edge TPU USB Accelerator to identify and track missing persons to aid search & rescue operations.

Learn how to add the IoT and TinyML to analog sensors with the Raspberry Pi, Edge Impulse, and the Notecard.

As the name suggests, this device classifies the cloud into six different categories using TinyML.

Predict the health status of plant using your Pi.

Doc InSight provides an augmented reality heads-up display, built into a pair of glasses, for health care professionals.

A squirrel proof bird feeder runs a real time squirrel detection on solar powered Arduino tinyML kit. It is created by 9 kids aged 5-9.

I had built a bug robot that is palm size with battery powered. Then I met the PAJ6100U6 from Pixart

This project allows the user to control the device they are looking at, through voice commands.

Small rover with on-board RGB camera based navigation, mapping, and 3D weed detection.

WAiT is a project that track the movement of wild animal at the application area, identify the animal class and report it on the webserver.

Face Recognition system on Tiny formfactor - Arduino Portenta H7 board. Its easy to run on computers/cloud but challenge on edge devices

Creating a Photo Studio kit for Barbie using OpenMV H7+ and a Thermal printer for Arduino