Cube Detection

15-494/694 Cognitive Robotics Final Project

Hita Kambhamettu & Krithika Veerappan

About

In the Cube Detection project, we were tasked with using a convolutional neural network to detect whether a cube is present but partially out of the camera frame such that it is not recognizable by Cozmo's regular vision system. The ability to detect partial cubes can help make Cozmo a more intelligent explorer of his environment.


The links below include a demo video, our principle code, and slides further explaining our method and results.