Simple object detection demonstrates how to integrate a webcam with TensorFlow's object detection capabilities and render predictions directly onto a canvas overlay. The app allows the user to toggle between the front and back cameras, and the predictions are updated in real-time, making it a powerful tool for object recognition applications.