Abstarct: The fast processing of data is an important issue which has been desired from the past. It is obtained with special hardware’s, algorithms and programming methods including parallel processing. One of the newest hardware technologies that have made practical usage is called FPGA’s. Nowadays has provided hardware with help of one or more processors including special peripheral devices, Able to run algorithms with high computational and complexity. One Application of this Real-Time signal processing is the implementing of image and video processing algorithms. Implementation of algorithms and methods on these processors represents Parallel processing capability and usage importance of these chips in large systems and real-time processing systems. In this thesis after the hardware design it has been attempted to build it. Then focus on implementation of the edge detection algorithm as a case study and sample programs and then try improving performance of designed system. In fact, in this project we seek to design hardware with processor core of FPGA. In addition it has been considered using of the chips and the other components for communicating with outside of the board. One of the important targets of this project is design and manufactures an evaluation board with high compatibility, Hardware test and demonstrates its ability to implement an edge detection algorithm as a sample program. finally compare the performance of designed hardware with software (PC) in terms of speed process. Microprocessor system design considerations, schematic and PCB design and hardware design are the main topics discussed in the plan.