(PDF) Visual Assistance for Blind Person by Using Machine Learning ...
Sep 22, 2023 · To help the visually impaired and the blind, we recommended using computer vision machine learning techniques for object detection. This project details the steps required to train a...
In order to mitigate this issue, developments in machine learning have made it possible to create assistive devices that can help visually impaired people interact with their environment. This research presents a blind assistance system that analyzes …
In a blind assist system utilizing AI and image processing, a 5MP web camera captures visual data from the user's environment. Its high resolution ensures precise analysis by AI algorithms, aiding obstacle detection and object
Blind Assistance System Using Machine Learning
Jul 29, 2022 · Using machine learning and pre-trained models, it is designed as Blind Assistance System that will assist in the detection of objects in the environment. In order to complete this project, The TensorFlow API, SSD architecture, and COCO Dataset is used in this.
Smart Machine Learning System for Blind Assistance
In order to access machine learning technique, the necessary data input are obtained using a technique called Image Classification. The objects in the vicinity where blind people around are captured as images using camera. It can detect every object precisely within some prior distance.
An intelligent Assistant for the Visually Impaired & blind people using ...
Jun 30, 2020 · The application uses image processing and machine learning techniques to determine real-time objects through the camera and inform blind people about the object and its location through...
The proposed system is designed to aid visually impaired persons with real-time obstacle detection, avoidance, indoors and out navigation, and actual position tracking.
Smart Vision using Machine learning for Blind - ResearchGate
Jan 1, 2020 · Smart walking stick devices use various technologies including machine vision and different sensors for improving the safe movement of visually impaired persons. In machine vision,...
Several technologies were developed for the assistance of visually impaired people. One such attempt is that we would wish to make an Integrated Machine Learning System that allows the blind victims to identify and classify real-time objects generating voice feedback and distance.
This paper presents a Blind Assist System (BAS) leveraging Machine Learning (ML) and Image Processing (IP) techniques to enhance the autonomy and safety of visually impaired individuals. The system utilizes a convolutional neural network (CNN) to process real-time image inputs from a wearable camera device.