The realm of digital media significantly utilizes visual data, which can often demand substantial storage space. ,Hence , image compression techniques emerge as a vital tool for optimizing file sizes without sacrificing visual quality. These methods operate by identifying redundant patterns within images and representing them more efficiently. Popu