Category
Difficulty
Platform
Flowguard: Real-time Water Management With Iot And Ai
Empowering Students for a Sustainable Future through Real-time Water Monitoring and Wastage Prevention with TinyML and IoT
Waste Sorting With Tinyml
Waste management on your campus with advanced AI-powered waste sorting system, promoting sustainability and inclusivity.
Fire Detector Using Omniverse Replicator And Arduino Nicla
This is a proof-of-concept project that demonstrates the use of TinyML and synthetic dataset for fire detection.
Small-footprint Keyword Spotting For Low-resource Languages
Our project aims to develop an efficient system for detecting keywords in languages with limited resources on the Arduino Nicla Voice.
Ai-assisted Pipeline Diagnostics And Inspection W/ Mmwave
Extract data items from a mmWave sensor, train a NN to diagnose pipeline defects, and inspect results w/ deformed pipe images on a web app.
Tinyml: An Always-on Audio Classifier Using Synthetic Data
Use machine learning to build a system that can recognize audible events, particularly your name through audio classification.
Ai-assisted Air Quality Monitor W/ Iot Surveillance
Log NO2, O3, and weather data, train a NN model to detect air pollution & display real-time results w/ surveillance footage on a PHP web app
Phototrap With Object Detection Alarm
A Design Study to use ML with Edge Impluse to detect a object and use Blue Wireless hardware, notehub. io with Mqtt for notification
Rp2040 Based Pi-day Bling
RP2040-based bling that changes its LED color when it detects one of three keywords: "Pi", "3.14", or "Irrational"
Old Macdonald Had A Farm, And Became A Safer Driver
Driver ID, location/velocity data, seatbelt, aggressive driving and alcohol detection for Fatal Accident Risk Mitigation (FARM) in vehicles.
Citizen Science Badge
This badge enables automated data collection using a microphone to collect data, and upload it using a cellular module.
Pipeline Clog Detection With A Flowmeter And Tinyml
Measure the flow rate through a pipe and use machine learning to determine if a clog has formed.
Ai Thermal Camera For Safe Camping (seeed+helium+aws) (v2)
TinyML model running Wio Terminal can identify if animal or human is approaching even in the dark, sends data to Helium LoRa network to AWS.
Iot Ai-driven Yogurt Processing & Texture Prediction | Blynk
Collect environmental factors and culture amount while producing yogurt. Then, run a neural network model via Blynk to predict its texture.
Iot Ai-assisted Deep Algae Bloom Detector W/ Blues Wireless
Take deep algae images w/ a borescope, collect water quality data, train a model, and get informed of the results over WhatsApp via Notecard
Id Chicken Eggs With Thermal Images, Ml, And Cellular Iot
In part one of a two-part project, we display thermal images on a TFT display, save them to flash, all to build an ML model w/ SMS alerts!
Ml Powered Overheating Nerf Barrel
Pico Edge Impulse ML powered barrel that detects shots from a Nerf Blaster and simulates the barrel heating up with an LED.
Appliances Identifier Smart Energy Meter
It measures Voltage, Current, Power, Power Factor and Energy, and at the same time, tells you which appliance is connected, cloud monitored.