The realm of digital media significantly utilizes visual data, which can often require substantial storage space. ,Therefore , image compression techniques emerge as a vital tool for managing file sizes without neglecting visual quality. These methods function by analyzing redundant patterns within images and encoding them more . concisely. Widely-