The realm of digital media significantly utilizes visual data, which can often consume substantial storage space. ,Hence , image compression techniques emerge as a essential tool for controlling file sizes without sacrificing visual quality. These methods perform by identifying redundant data within images and encoding them more . concisely. Popula