Lossless image compression techniques aim to reduce the Image compression size of an image file without any information. This guarantees that the original image is identical to the input image. Popular methods include Run-Length Encoding (RLE), Lempel-Ziv-Welch, and Huffman coding. These algorithms analyze patterns within the image data and substit