Centre for Computational Technologies Pvt. Ltd.
Research Project
Puzzle Solver AR
Machine Learning, ViroReact
This application solves a 2x2 puzzle using object detection, machine learning and augmented reality. The machine learning model is trained on a dataset of various 2x2 puzzle images. ViroReact is used to implement the augmented reality part of the application on a phone. The application was developed as a Proof of Concept application for research purposes.
Application coming soon.
Details
Using this application, we have automated the process of solving puzzles. Currently, the model we made only works best for 2x2 size puzzles. We use the ViroReact app to create an AR environment. The puzzle pieces are then scanned by the app in 2x2 grid form. The pieces are then detected and separated from the background after which the machine learning model is run on them to deliver the final solved puzzle image back to the app. This concept can prove to be very useful in multiple avenues of technology. With further research, it might be extendable to VR as well.