In today's digital realm, images are ubiquitous. From social media feeds to websites, they enthrall audiences and convey stories with stunning clarity. However, the massive quantity of images we process daily presents a formidable challenge: storage restrictions. This is where image compression steps in as an critical tool. By effectively reducing