Schizophrenia (SZ) is a crippling mental problem portrayed by daydreams and hear-able fantasies, just as weaknesses in memory, consideration, chief, and numerous other high-request psychological capacities. The advancement of attractive reverberation imaging (MRI) has offered a powerful and non-invasive way to deal with analyzing the mind's life systems and has incited various researchers to investigate the hidden neuropathology of SZ. By far, most studies show that dark matter (GM) decreases in the cerebrums of SZ patients ordinarily include the worldly, front-facing, and parietal lobes.GM irregularities in the occipital projection, insula, striatum, thalamus, cerebellum and cingulated locales have additionally been accounted for. The picture arrangement procedure is the way toward further developing the analysis interaction. It partitions and marks the pictures into numerous predefined classes. There are different strategies accessible, such as SVM, Random backwoods, Boltzmann, etc. This paper gives a model where DNN strategy with dim scaled division method. With these two procedures joined, it provides a superior outcome with lesser computational time. [ABSTRACT FROM AUTHOR]