A novel performance enhancement of real-time iot applications using big data analytics
Chettipalayam Radhakrishnan Sakthivel, Sundararajan, Periyasamy, Anvar Shathik, Anvar Shathik, Josephine Ruth Fenitha · AIP conference proceedings · 2024
In 2017, it was projected that there will be 285 million visually impaired people of all ages, with 31.9 million of them being blind, bringing the total number of visually impaired people to 285 million.There are a number of cutting-edge technological solutions available to make the transportation of these individuals more efficient.The next major challenge for technical professionals will be to provide solutions that are both efficient and cost-effective.The ability to navigate safely, recognise impediments, and move freely between places in new settings is one of the most difficult difficulties for individuals who have visual impairments.New mobile application solutions are being created, and the applications may be downloaded and installed on Android mobile devices.The software will depict the area using portable cameras and will allow people with vision impairment to be transported straight to the environment using the app.A large portion of the proposed system makes use of the YOLO3 software in order to detect and determine the distance between the objects and a camera.It also influences the direction in which the item will travel.Once this is completed, the system will provide a voice command that will instruct and educate visually impaired individuals on how to navigate the surroundings.It is a groundbreaking piece of work on a worldwide scale.The suggested method is both cost-effective and accessible to people from all socioeconomic backgrounds.