Embodiments of the present disclosure provide an image detection method, apparatus and system and a non-volatile storage medium. The image detection method includes: compressing an initial image to obtain a compressed image; performing a target detection on the compressed image to obtain a first position information of a target object in the compressed image; and determining a second position information of the target object in the initial image based on the first position information.