Implementation of image processing algorithms for color and position recognition of specific targets, evaluating them with a test robot, managing to develop an artificial vision system applied to mobile robotics and capable of detecting spherical green and orange objects. In a Raspberry Pi 3 Model B were processed images acquired from a Kinect sensor, finding the distance of the spherical targets.