Achieving optimal image compression is crucial for reducing file sizes without compromising quality. Numerous techniques exist, each with its own strengths. Common methods include lossless algorithms like PNG and GIF, which preserve all original data, making them suitable for images with sharp edges or text. On the other hand, shrunk formats such a