Abstract: A system for measuring ball speed, the system comprising a camera configured to capture a live video stream including a plurality of frames, a processor, a memory having executable instructions stored thereon that when executed by the processor cause the processor to load configuration information for initializing settings for the processor and the camera, receive data representation of an environment layout, analyze the plurality of frames to identify a ball, calculate a speed of the ball at a release point based on the analysis, generate data representative of the calculated speed, and a display operative to display the data representative of the calculated speed.