Today cameras and computers are everywhere in our society (think cellphones!). Our devices have more processing power than the spaceships that took humans to the moon, however these computers have usually been very bad at doing certain tasks that are very simple for humans. One of these tasks is the ability to recognize and interpret images. Can we teach computers to learn to see like us and what are the applications for science and engineering?
In this lesson students will learn the basics of how a computer uses feature detection and probability to recognize objects. They will explore using an image classification website how well an algorithm is able to do a simple detection problem. At the end of the lesson the students will formulate a science/engineering proposal that uses computer vision and discuss any ethical implications of using their algorithm.