Our pets deserve more to stay active. A tinyML model predicts activities based on the data coming from 3 Axis IMU.
Building an inclination estimator system with Arduino Nicla Sense ME and Neuton TinyML
Developing a TinyML solution for the Shipping Industry that allows users to track the status of a shipment/package in real time.
Creating a faster, smaller, and more accurate magic wand than the famous experiment provided in Arduino Sketch, given the same hardware.
Learning Image Classification on embedding devices (ESP32-CAM)
Implementing sensor fusion to detect smoke and reduce false alarms.
Applying sensor fusion with RSL10 and Bosch sensors to run a TinyML model for predictive maintenance of compressor water pumps.
Exploring Machine Learning on the tiny device of the Seeed XIAO family, the ESP32S3 Sense and SenseCraft-Web-Toolkit
A fun and simple project that uses TinyML to detect and respond to dog barks.
Play Tic-Tac-Toe (also known as Xs and Os) using handwritten digits recognized with the help of TinyML techniques.
Using data from different sensors and ML on the edge, this device can detect early sign of algae bloom and notify authorities or citizens.
Learn why room occupancy detection using environmental sensors and tabular data wins over computer vision.
Creating a TinyML Anomaly Detection & Motion Classification project with the IMU MPU2060
Computer Vision Exploration with the help of Edge Impulse and Arduino.
Use an ESP-32 Cam and an Edge Impulse model to take photos of your avian friends visiting your solar-powered bird feeder!
Can we "hear" a difference between pouring hot and cold water? Amazing proof-of-concept by a quick real deployment using Edge Impulse Studio
Using voice recognition with the in-built microphone, Wio Terminal will be able to recognize the go, stop and background noise by TinyML.
TinyML model running Wio Terminal can identify if animal or human is approaching even in the dark and alert campers.
SensiML Sensing and Control device to protect farmlands from future insects outbreaks and vector-borne disease due to climate change.
Baking Intelligence into a trivial Air Cooler using Person Sensor by Useful Sensor
This project is a proof of concept to test the feasibility of using tinyML with ultra low cost microscopes to classify microorganisms
An object detection method using MobileNetV2 in Edge Impulse on Nvidia Jetson Nano to detect the pedestrian in blind spot region.
Exploring Computer Vision applications such as Image Classification, Object Detection, and Pose estimation.
Exploring Machine Learning on a giant tiny device, the Seeed XIAO BLE. Sense.
