Neural net object detection on Roulette wheel/ball and Prediction! help!

Hi, My senior design team for Computer Engineering our doing a project where we use a Neural network to object detect a roulette ball and the 0fret on the Roulette wheel and try to have the network generate a prediction of where the ball will land via some initial conditions.

Has anyone here done a similar project? Can anyone offer any recommendations of what type of camera/webcam we could use to detect the ball that would provide high enough specifications so the neural net is able to identify the ball (good image quality etc…). We’re not sure what FPS we need, or resolution, global shutter, etc…

Anyone help would be appreciated!!!
git hub repo for the project is here: