{"title":"A review on gesture based MSG system using python","authors":"Mandal Prapti, S. Akansha, Pandey Vibha","doi":"10.26634/jcom.11.1.19391","DOIUrl":null,"url":null,"abstract":"Video tracking and processing have become increasingly important in modern technologies due to their ability to provide data for various research projects and system representation. This paper sheds light on the capabilities for processing images using OpenCV, MediaPipe Library, Python programming language and a Convolutional Neural Network (CNN). To achieve the desired results, a wide range of methods for data processing and manipulation are utilized. OpenCV (Open Source Computer Vision) library is used to process real-time webcam data, allowing the user to write or draw simply by moving their hand and following their fingertip. Also, the CNN model is used to facilitate gesture detection.","PeriodicalId":130578,"journal":{"name":"i-manager's Journal on Computer Science","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"i-manager's Journal on Computer Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.26634/jcom.11.1.19391","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Video tracking and processing have become increasingly important in modern technologies due to their ability to provide data for various research projects and system representation. This paper sheds light on the capabilities for processing images using OpenCV, MediaPipe Library, Python programming language and a Convolutional Neural Network (CNN). To achieve the desired results, a wide range of methods for data processing and manipulation are utilized. OpenCV (Open Source Computer Vision) library is used to process real-time webcam data, allowing the user to write or draw simply by moving their hand and following their fingertip. Also, the CNN model is used to facilitate gesture detection.