Abstract: A system and method train a neural network to process video for the identification of critical points of motion in a movement. Embodiments include a process for training the neural network and a process for identifying the video frames including a critical point based on the criteria of the neural network. An exemplary embodiment includes a software application which may be accessible through a computing device to analyze videos on site.