R. Kumari, Shikha Nikki, Robin Beg, Shashi Ranjan, Sawan Kumar Gope, Ritesh Ranjan Mallick, Arijit Dutta
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.
{"title":"A Review of Image Detection, Recognition and Classification with the Help of Machine Learning and Artificial Intelligence","authors":"R. Kumari, Shikha Nikki, Robin Beg, Shashi Ranjan, Sawan Kumar Gope, Ritesh Ranjan Mallick, Arijit Dutta","doi":"10.2139/ssrn.3611339","DOIUrl":"https://doi.org/10.2139/ssrn.3611339","url":null,"abstract":"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 \u0000explain the concept of modern object detection , object classification and object recognition.","PeriodicalId":197271,"journal":{"name":"CompSciRN: Other Human-Computer Interaction (Topic)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128264752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}