Object Recognition for the Visually Impaired

Heetika Gada, Vedant Gokani, A. Kashyap, Amit A. Deshmukh
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引用次数: 2

Abstract

Today images and videos are everywhere. In fact, the sheer quantity of images on social media and networking sites is unfathomable. Every device is now fitted with a camera. This opens up huge possibilities. Object Recognition is a process of detecting an object and identifying it using various image algorithms. The main purpose of this paper is to recognize objects in real time and allot the objects to the classes that are previously defined. The algorithms that we utilized are more computationally efficient. Previously, object detection was done using RFID and IR technologies which required dedicated hardware. But with the advent of image processing and neural networks, we require almost no new hardware. Almost everything has camera these days from pens to mobile phones. This has given rise to a new field called computer vision i.e. using pictures and videos to detect, segregate and track objects or events so that we can “understand” a real world scenario.
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视障人士的物体识别
今天,图像和视频无处不在。事实上,社交媒体和网络网站上的图片数量是不可估量的。现在每个设备都配有摄像头。这带来了巨大的可能性。物体识别是利用各种图像算法检测并识别物体的过程。本文的主要目的是实时识别对象,并将对象分配给先前定义的类。我们使用的算法计算效率更高。以前,目标检测是使用RFID和IR技术完成的,这需要专用硬件。但随着图像处理和神经网络的出现,我们几乎不需要新的硬件。如今,从笔到手机,几乎所有的东西都有摄像头。这就产生了一个叫做计算机视觉的新领域,即使用图片和视频来检测、分离和跟踪物体或事件,这样我们就可以“理解”现实世界的场景。
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