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The present paper is related to the survey on the Investigation on Efficient Deep Learning Framework for Sipal Deformities. In this paper, some selected papers are taken for the investigation to find research gaps or extensions of existing research in the selected domain. The central nervous system is the most significant processing unit in the human body, and it is located in the central nervous system. Management and control of all the key organs from head to toe including eye blinking, breathing, heart pumping and movement of motion including bending and twisting are all managed and controlled by this system. The central nervous system is comprised of two primary organs: the brain, which is the most important, and the spinal cord, which is the second most important. The brain stem serves as the spinal column's beginning point. In its most basic form, the spinal cord is a delicate vertical pipe with a solid texture that includes a collection of nerves and tissues. [ABSTRACT FROM AUTHOR]