Application Software for visually disabled, Object Detection using CNN
J. Singh, Palak Mishra, Abhishek Nigam · 2023
In order to provide non-visual access to the Android operating system, this article suggests Be My Eyes, a universal voice control solution. Nearly 60% of the world’s total population of blind people are thought to reside in INDIA. There are several assistances for disabled people, who are considered second-class citizens in our expanding society. The blind mobility guarantee is one of many necessary supports. Even today, it is difficult for blind persons to move freely despite numerous efforts.Voice recognition algorithms are much more necessary now than they ever have been because of the explosive expansion of wireless communication. Users can concentrate on their current tasks without experiencing more hand or eye strain by using speech apps that are based on voice interfaces, voice recognition, and voice conversation management. The application listens to your voice instructions and then speaks back in response. Your voice will be converted to text by the programme.This study focuses on object identification using CNN to assist the blind in using only their smartphone cameras for navigation. The object detection app will be created for both the iPhone and the Android platform. The visually challenged will be able to better traverse the world with only their mobile phones thanks to this application software. For object detection, a convolutional neural network will be used. There are numerous algorithms at work, including support vector machines, background subtraction, optical flow, time resolution, Kalman filtering, and contour matching. In addition to the methods we discussed, Convolutional Neural Network (CNN) is the most recent technique for object detection.