 One example can be found in lossy image compression task, where autoencoders demonstrated their potential by outperforming other approaches and being proven competitive against JPEG 2000.Another useful application of autoencoders in the field of image preprocessing is image denoising.The need for efficient image restoration methods has grown with the massive production of digital images and movies of all kinds, often taken in poor conditions.