Improvement in the Lossless Compressed Images with Contextual Memory

With this paper, we explain the state-of-the-art image compression method known as PAQ8PX and introduce a brand new algorithm for internet automatic learning. With the increased use of image acquisition systems, including medical imaging instruments as well as cameras, the quantity of info prepared for long term storage is growing. We tailored the implementation for our proposed method by integrating it with PAQ8PX, which resulted in an improved eight bpp grayscale version. We tested the implementation of ours and obtained changes on 4 datasets belonging to 3 benchmarks. Experimental outcomes show better scores on every one of the test sets.