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I am doing my research under video processing specifically considering the gait abnormality detection and classification. Video dataset is collected and I have planned to employ enhanced optimal versions of Deep learning models. Few experts have suggested that the deep CNN technique has already been used in various research works. It will be helpful if anyone can suggest or provide your input with respect to the usage of deep learning model with enhancement for showcasing the novelty.