efficient implementation of dvi protocol on fpga

This paper presents a general-purpose hardware implementation of the digital visual interface (dvi) protocol on the xilinx virtex-6 ml605 fpga platform for real-time display of digital processing results. the design enables direct output of processed data from the fpga to an external monitor without relying on external processors or software-based rendering tools. it addresses key challenges in timing synchronization, pixel formatting, and interfacing with the onboard chrontel ch7301c encoder to support resolutions up to 1920×1080 at 60 hz. a lightweight processing pipeline is developed in verilog to convert multidimensional outputs into a sequential stream of pixel data conforming to the dvi protocol. as a case study, a lightweight convolutional neural network trained on the cifar-10 dataset is implemented on the fpga, and its classification probabilities are displayed as a probability map on an lcd. experimental results confirm low resource utilization and real-time performance, validating the system’s applicability in embedded applications such as machine learning inference, image processing, and real- time monitoring. this work demonstrates the feasibility of fpga- based platforms for efficiently displaying digital video output in intelligent edge systems.