基于机器学习和人工智能的图像检测、识别和分类综述

R. Kumari, Shikha Nikki, Robin Beg, Shashi Ranjan, Sawan Kumar Gope, Ritesh Ranjan Mallick, Arijit Dutta
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摘要

人类可以很容易地发现和识别眼前的物体。我们很清楚,人类的视觉系统是非常快速和准确的,可以很容易地完成复杂的任务,如物体识别和检测。但考虑这样一个情况,我们必须从由不同大小的盒子和其他材料组成的桌子中找到一个环。要找到那把钥匙需要很长时间,而且我们必须面对一些困难。如果我们有某种计算机算法,我们同样可以不浪费一秒钟就找到戒指,随着大量数据和算法的可用性,我们可以很容易地训练数据集,计算以高精度地检测和分类多个物体。在这个时代,ML和AI是趋势。人工智能最受认可的领域之一是计算机视觉。计算机视觉是一门计算机和软件能够识别和理解图像的科学。它还涉及图像识别、目标检测等。本文将简要介绍现代目标检测、目标分类和目标识别的概念。
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A Review of Image Detection, Recognition and Classification with the Help of Machine Learning and Artificial Intelligence
Humans can easily detect and identify objects present in front of their eyes . We know very well that visual system of human is very fast and accurate and can perform complex tasks like object identification and detection very easily .But consider a situation in which we have to find a ring from the table consisting of different sized boxes and other materials. Trying to find that keywill take long time and we have to face some difficulties. If we have some sort of computer algorithm,we can find ring without wasting single second similarly, with the availability of huge amount of data and algorithm, we can easily train the datasets, calculate to detect and classify multiple objects with high accuracy. In this era, ML & AI are in trends. One of the most recognized field of AI is Computer Vision. Computer Vision is a science of computer and software that can recognize and understand images. It also involve image recognition, object detection and more .In this paper, we will briefly explain the concept of modern object detection , object classification and object recognition.
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A Review of Image Detection, Recognition and Classification with the Help of Machine Learning and Artificial Intelligence
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