Portable Network Graphics (PNG) is a ubiquitous image format renowned for its lossless compression capabilities. This technique strikes a delicate balance between file size and visual fidelity, making it ideal for web graphics, illustrations, and other applications where pristine image quality is paramount. PNG compression employs a sophisticated