Inspiration
Insufficiency in home monitoring systems
What it does
OBJECT DETECTION Ultrasonic sensor will detect any object that is within 100 cm from the front door. Camera will capture the image and send it to the server.
HUMAN DETECTION From an open source dataset of human faces, the system will run the newly captured image, create a box around the object and execute the next command if it is human.
GREETING If human is detected, the system will greet the human by simply saying “Hello”
NOTIFICATION The homeowner will then be notified that someone is at the door.
How I built it
Arduino + UltraSonic + DragonBoard 410c + WebCam + AWS for CNN and image processing + Amplified sound using opamp
Challenges I ran into
Ultrasonic is terrible for object detection, not so reliable
Accomplishments that I'm proud of
What I learned
Study thread synchronization for next time!!!!
What's next for Smartex
More elaborate communication between homeowner and person by the door
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