Apparatus and method for procedural training

An apparatus for procedural training, comprising:

• a sensor comprising a camera, wherein the camera is configured to capture optical data;
• at least a processor;
• and
• a memory communicatively connected to the at least a processor, the memory containing instructions configuring the at least a processor to:
• receive the optical data from the camera;
• identify, using a machine vision system and the optical data, a first position of an object, wherein the first position is associated with a start of an action;
• identify, using the machine vision system and the optical data, a second position of the object, wherein the second position is associated with an end of an action;
• determine, as a function of the first position of the object and the second position of the object, at least one medical procedure performance parameter, wherein the at least one medical procedure performance parameter comprises a cardiopulmonary resuscitation (CPR) parameter;
• compare the medical procedure performance parameter to a procedural performance threshold to determine training feedback;
• and
• display the training feedback through a display unit as a function of the comparison.