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homechevron_rightDocschevron_rightExample Appschevron_rightCommunity Projects

Community Projects

Blues and our community regularly publish projects on Hackster to showcase the things we're building. Check out these guides for reference implementations, and for inspiration for the app you might want to build next.

Machine Learning

Fiber Optic Fault Alert with Blues, Edge Impulse & Qubitro banner
  • Intermediate

Fiber Optic Fault Alert with Blues, Edge Impulse & Qubitro

This project tutorial will show you how to implement a Fiber Optic Cable fault detection system with machine learning, Blues & Qubitro.

By Pradeep

Number of likes12Number of views545View full project details in new tab
ML Person Detection with FireBeetle 2 and Blues Cellular banner
  • Beginner

ML Person Detection with FireBeetle 2 and Blues Cellular

Will guide you to build a ML based people detection with FireBeetle 2 and Blues Cellular IoT.

By Pradeep

Number of likes5Number of views397View full project details in new tab
Product Quality Analyzer using Unit V2 & Blues Wireless banner
  • Intermediate

Product Quality Analyzer using Unit V2 & Blues Wireless

Will guide you to make a Cellular IoT based Product Quality Analyzer with M5Unit V2.

By Pradeep

Number of likes6Number of views704View full project details in new tab
Citizen Science Badge banner
  • Intermediate

Citizen Science Badge

This badge enables automated data collection using a microphone to collect data, and upload it using a cellular module.

By Sai Yamanoor

Number of likes7Number of views706View full project details in new tab
Pothole Detection with Blues Wireless and Edge Impulse banner
  • Beginner

Pothole Detection with Blues Wireless and Edge Impulse

A smooth ride for all; detect potholes on the move and report the according GPS coordinates for future reference and repair.

By Gina Nguyen & Michael Malinowski

Number of likes5Number of views520View full project details in new tab
Detect and monitor the states of a 3D printer with TinyML banner
  • Intermediate

Detect and monitor the states of a 3D printer with TinyML

Deploy a TinyML model to detect the states of a 3D printer and monitor those states by sending them over cellular to the cloud.

By Johan Sebastian Macias

Number of likes16Number of views1248View full project details in new tab
Smart Helmet powered by Blues Wireless Notecard banner
  • Intermediate

Smart Helmet powered by Blues Wireless Notecard

Smart headgear that covers up your safety on road with tinyML-based crash detection and SOS alert over LTE-M

By Pratyush Mallick & Sobhit Panda

Number of likes9Number of views905View full project details in new tab
Web browser operated robot for gas leak detection banner
  • Advanced

Web browser operated robot for gas leak detection

Do you want to build a powerful remote operated robot for environmental anomaly detection? You can do it on a budget.

By Ivan Arakistain

Number of likes17Number of views1001View full project details in new tab
ID Chicken Eggs with Thermal Images, ML, and Cellular IoT banner
  • Intermediate

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!

By Rob Lauer

Number of likes15Number of views1796View full project details in new tab
IoT AI-assisted Deep Algae Bloom Detector w/ Blues Wireless banner
  • Expert

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

By Kutluhan Aktar

Number of likes22Number of views4374View full project details in new tab
Phototrap with object detection alarm banner
  • Beginner

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

By DAN B.

Number of likes4Number of views375View full project details in new tab
Old MacDonald had a FARM, and became a safer driver banner
  • Intermediate

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.

By Justin Lutz

Number of likes12Number of views690View full project details in new tab
Building a Cloud-Connected Person Sensor in 30 Lines of Code banner
  • Beginner

Building a Cloud-Connected Person Sensor in 30 Lines of Code

Learn how to build a low-code connected ML + IoT project using the Blues Wireless Notecard and a Person Sensor from Useful Sensors.

By Rob Lauer

Number of likes19Number of views7267View full project details in new tab
Cold Storage Monitoring System Based on Cellular& Wi-Fi Mesh banner
  • Intermediate

Cold Storage Monitoring System Based on Cellular& Wi-Fi Mesh

In this project will guide you to build an ML Cluster Based Cold Storage Monitoring System with Cellular connectivity.

By Pradeep

Number of likes16Number of views2349View full project details in new tab
Appliances Identifier Smart Energy Meter banner
  • Advanced

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.

By Christopher Mendez Martinez

Number of likes23Number of views3858View full project details in new tab
Predictive Maintenance with Blues Notecard and Wio Terminal banner
  • Intermediate

Predictive Maintenance with Blues Notecard and Wio Terminal

Will guide you to build a cellular based predictive maintenance monitoring device with Blues Notecard, Edge Impulse, Qubitro & Wio Terminal.

By Pradeep

Number of likes11Number of views1169View full project details in new tab
Gate Keeper - An IoT Based Elephant Detection System banner
  • Intermediate

Gate Keeper - An IoT Based Elephant Detection System

Will guide you to build an IoT based elephant detector based on Grove AI Vision Module and Wio Terminal.

By Akarsh Agarwal & Common9899 & Pradeep

Number of likes14Number of views699View full project details in new tab
Build a Litter Heatmap with a Blues Notecard & Edge Impulse banner
  • Expert

Build a Litter Heatmap with a Blues Notecard & Edge Impulse

Learn how to create a prototype of a roadside litter detection device that maps trash in cities using Blues Wireless and Edge Impulse.

By Nathaniel Felleke

Number of likes19Number of views3168View full project details in new tab
Building a Smart Helmet with the Blues Wireless Notecard banner
  • Intermediate

Building a Smart Helmet with the Blues Wireless Notecard

A smart helmet which can track the user location and detect a fall using a MPU6050 IMU based fall detector

By ujjval rathod

Number of likes8Number of views871View full project details in new tab
Fall Detection System with Edge Impulse and Blues Wireless banner
  • Advanced

Fall Detection System with Edge Impulse and Blues Wireless

An intelligent device for seniors which detects falls and sends emergency alert messages with location information using a cellular network

By Naveen

Number of likes56Number of views15173View full project details in new tab
ML Anomaly Detection in Elevators w/ Edge Impulse & Notecard banner
  • Intermediate

ML Anomaly Detection in Elevators w/ Edge Impulse & Notecard

A Blues Wireless Notecard provides cellular connectivity to a sound classification MCU. This is part of the elevator Digital Twin series.

By Ivan Arakistain

Number of likes24Number of views2450View full project details in new tab
Thermal Image Anomaly Detection with TinyML banner
  • Beginner

Thermal Image Anomaly Detection with TinyML

Build an anomaly detection ML model with Edge Impulse based on thermal images, with data sent over cellular to the cloud via the Notecard.

By Rob Lauer

Number of likes28Number of views7897View full project details in new tab
What’s Destroying My Yard? Pest Detection With Raspberry Pi banner
  • Intermediate

What’s Destroying My Yard? Pest Detection With Raspberry Pi

My yard is under attack. That’s why I used a Raspberry Pi, a Pi camera, and some machine learning to catch my yard’s attackers in action.

By TJ VanToll

Number of likes59Number of views20045View full project details in new tab
Busted! Create an ML-Powered Speed Trap banner
  • Intermediate

Busted! Create an ML-Powered Speed Trap

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.

By Rob Lauer

Number of likes61Number of views38300View full project details in new tab
Monitor the Analog World With TinyML banner
  • Intermediate

Monitor the Analog World With TinyML

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

By Brandon Satrom

Number of likes38Number of views8596View full project details in new tab
Remote Birding with TensorFlow Lite and Raspberry Pi banner
  • Beginner

Remote Birding with TensorFlow Lite and Raspberry Pi

Learn how to use machine learning on a Raspberry Pi in a remote environment (complete with cellular connectivity and solar power!).

By Rob Lauer

Number of likes32Number of views12959View full project details in new tab
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