Image processing technology is a popular practical technology in the field of computer science. It has important research in analysing, recognizing, identifying, and predicting the images using a variety of platform with algorithms. This is aimed at the analysis of algorithms of image processing in the cloud platform. Several algorithms are very high to use image processing and computing technique. Here a selection of state-of-art is applied to test image processing execution and timing factor using different strategies and platforms. Among them, the dataset structure and performance of the system can choose a verification algorithm to achieve the final operation. Based on the structure of a real-time image processing system based on SOPC technology is built and the corresponding functional receiving unit is designed for real-time image storage, editing, viewing, and analysing. Studies have shown that the image processing system based on cloud computing has increased the speed of image data processing by 12.7%. Compared with another platform especially in the case of segmentation and enhancement of the image. This analysis has advantages in image compression and image restoration on a cloud platform.