Intelligent Star Finder Using Deep Learning Algorithm
Author(s)
Shravani Motarwar
Sparsh Kanugo
Anjali Patil
Abstract
Intelligent Star finder contains building of
Automated Star Finder using Arduino and integration with
deep learning technologies to locate and observe astronomical objects in the dark sky. The setup includes a camera attached
to span and tilt devices controlled through an assembly of servos mounted on an Arduino system which then takes output;
the images of the sky. These images were visualized through a
laptop or an onboard microcontroller which is able of
performing deep learning tasks. As deep learning requires
training on prerequisite data, an underlying dataset comprising star maps and star systems is leveraged by training
purposes where in the on-board system parses and pin point stars, galaxies, and even constellations from the footage. The
system will be using the information from the deep learning
image recognition model and directs the camera to the
expected position to find star and its location. This automated
process allows searching to be done in continuous and accurate manner which can be us din applications regarding education
and practical astrophotography. Such an apparatus might be very convenient and helpful to gather the information about star; its constellation patterns through advanced technologies
like deep learning and its desirable hardware setup