The computer will be used for image processing connected with a camera. The results will be sent to a master computer. The computer in question serves as a preprocessing module before making final decision.
As far as I can understand you are looking for a preprocessing device for image/video processing. The configuration of the machine would depend on the job. You can check for http://www.up-board.org/ and similar systems.