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Total prize pool of $5,000+
All projects (48)
Switches are not necessary any more! With an AI camera lights turn on and off as you need them, even when you are still on the sofa.
Use the Sony Spresense to gather key sensor data and use custom-trained Object Detection ML model to detect and count walrus
Make IoT-based Smart Home Security system to monitor daily home activity and control all the home appliances with Blynk app & Switches.
Detection and monitoring with AWS free parking spaces through the Sony Spresense board and pre-trained ML models thanks to Edge Impulse.
Energy monitor and domestic trading platform
An ML powered leak & fire detector that sends alerts and stats to the cloud
This project started with an idea of making a simple clock for a child that just wants to know "should I get up yet".
Spresense-based system that monitors facemask use through EdgeImpulse.
The device uses a camera to make AI inferences when a deer approaches a field, and notifies the user of the deer's intrusion via the LINE.
The gloves will identify plants, among other things, and let you know if they're edible or dangerous & automatically spray poison ivy.
This solar powered smart buoy gives remote data logging capability plus wireless alerts thanks to the ML power of the Spresense LTE board
Track road bike route and save the road quality whether this is suitable for road bike rides. Plus detection of a fall.
Use the Sony Spresense with camera board and LTE board to detect potholes and then notify via MQTT the GPS location!
With so many distractions surrounding young drivers it's easy to develop bad habits early on that lead to serious problems down the road.
A simple fall detection devivce based on the Sony Spresense & the Spresense LTE extension board.
Design of an analog circuit which uses ultrasonic sensors, servos and leds to improve safety performances for bicycle riders.
A simple solution to end police chases while avoiding endless debates.
A connected dash cam bicycle computer that collects your sensor data like heart rate and guides you to the nearest ice cream shop.
Multiple Spresence devices with camera, mic, and LTE observe the same scene and comprehend it in 3D in multiple sensor modalities.
Have you ever feel sad, happy, angry or even hungry? I want to redefine the way you care your emotions and how you can manage it.
On-device EMG Pattern Recognition for Real-Time Bionic Arm Control by Deep Neural Network
This project aims to simulate walkie-talkie communication over Wi-Fi with an X3DH key agreement protocol and a lightweight algorithm.
I park my car on the street and it has been broken into a lot. I built a robot sentry/scarecrow that scares people away and takes photos
Determine if a truck is backing up to a loading dock. and notify the building manager
