In this paper, we proposed an object detection system for the blind using deep learning technologies. We use voice recognition technology in order to know what objects a blind person wants, and then to find the objects via object recognition.

Object Detection is a field of Computer Vision that detects instances of semantic objects in images/videos (by creating bounding boxes around them in our case). We can then convert the annotated text into voice responses and give the basic positions of the objects in the person/camera’s view.

This paper proposes an object detection system using You Only Look Once (YOLO) and the COCO dataset, combined with voice feedback, to assist blind and visually impaired people. The system utilizes a pre-trained YOLO model to detect objects in real-time video streams.

Mar 5, 2025 · Two key components are required to build a functional object detection system with voice feedback: YOLO Architecture: YOLO is a popular deep-learning model known for its speed and accuracy in detecting objects within images and video streams.

May 29, 2020 · One such try from our side is that we came up with an Integrated Machine Learning System which allows the Blind Victims to identify and classify Real Time Based Common day-to-day Objects and...

In this paper, we propose an efficient object detection system to help find objects in a certain space without help from others, with special consideration for the blind.

Sep 17, 2024 · In this tutorial, we show you how to create a voice-controlled object detection system using the YOLO algorithm. By combining object detection with speech recognition, you can create...

capturing each image, the system performs object detection using YOLOv8. Subsequently, if objects are identified, the system generates voice output and transmits the detected objects' information.

In this paper, we propose a system that combines real-time object detection using the YOLOv3 algorithm with audio feedback to assist visually impaired individuals in locating and identifying objects in their surroundings.

May 15, 2022 · In this article, we propo se an object detection using YOLO (You o nly looks once) algorithm to detect objects and gTTS module to convert the detecte d o bject with its locatio n to...