Design of video processing circuits requires a variety of tools and knowledge, and it is difficult to find the right combination of tools for an efficient design process, specifically when considering open tools for evaluation or educational purpose. This chapter presents an overview of video processing requirements, programmable devices used for embed? ded video processing and the components of a video processing chain. We propose a novel design flow for generating customizable intellectual property (IP) cores used in streaming video processing applications. This design flow is based on domain-specific modules in Python language. Examples of generated cores are presented.