Abstract: A system for improving hardware usage in a control server using artificial intelligence image processing, including: an image input unit receiving multiple images, temporarily storing input original images, and transmitting image data into one hardware component; an image data pre-processing unit converting multiple images into images with smaller resolution to process the multiple images according to the image resolution of a single image and concatenating the converted images into a single image; an artificial intelligence task performance unit retrieving a data learning model for an object to be recognized and performing an object recognition artificial intelligence task using the data for which pre-processing of image data has been applied; and a resultant image output unit checking boundary coordinates along which images are concatenated according to the number of input images and calculating the center coordinates of each recognized object in the vicinity of the image boundaries.