The primary sensory organ of a human is his eyes. One glimpse around us is enough to make us realize that most of the information in our environment is visual. The biggest challenge for a blind person, particularly one with a total loss of vision, is to navigate around places. To help the impaired people, we designed a model that detects the different surface regions using the Convolution Neural Network with high accuracy in order to help them classify the path they are walking on.