This disclosure provides a visual analytical method of verifying dispensed pills. In a preferred embodiment, a camera captures one or more parameters of each pill as it travels along a dispense path. The camera stores the parameters, and a processor displays the parameters or evaluates whether the parameters are within a threshold limit for the dispensed pill. If the parameter is outside the threshold, the pill or the receptacle is separated and/or removed. If all the parameters are within the threshold, the pill is stored in a receptacle, and the images are processed and archived for future verification. The process is repeated for each pill in the dispenser. The system captures at least one verification image for every pill dispensed into the receptacle.