Real Time Object Detection Android Application using Machine Learning Concepts for Visually Impaired People.
Thapa Anil Narayan, Akash Bongane, Madhuri Rokade, Nilesh Wani · Journal of Emerging Technologies and Innovative Research · 2021
The primary role in detecting the objects in this complex evolution necessitates a computer vision system that can deal with both indoor and outdoor classes. This zeal has necessitated increased attention in recent decades. Object identification with a single labelling approach has been used in previous implementation techniques. In their daily lives, visually impaired and blind people face a variety of obstacles. The proposed project's aim is to create an Android-based application for people who are blind or visually impaired.The system's goal is to detect real-time objects and Indian currencies that are scanned through a mobile camera and notify blind people about them through audio or vocal information. The proposed framework makes use of Machine Learning and Google's TensorFlow Lite object detection API.It's a useful app that makes it much easier for blind and visually disabled people to complete daily tasks with less effort.It's a small contribution to India's Make-In-India movement.