{"title":"基于CNN的图像分类器的设计与实现","authors":"Sarthak Haldar","doi":"10.1109/ICCMC.2019.8819765","DOIUrl":null,"url":null,"abstract":"Surely there has been no time in history where the lived lives of people have changed more dramatically due to the emergence of Artificial Intelligence. Various research and development has taken place over the years on computer vision which is a branch of AI. AI disciplines like a vision system is applied in various fields like self driving cars, face detection by social media apps and law enforcement softwares, google lens and so on. This paper deals with design and implementation of an efficient way of training a GPU using python libraries to process and classify an image. The design is profoundly described along with its performance efficiency. The image processing techniques presented in this paper includes the concept of neural networks and deep learning.","PeriodicalId":232624,"journal":{"name":"2019 3rd International Conference on Computing Methodologies and Communication (ICCMC)","volume":"97 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design and Implementation of an Image Classifier using CNN\",\"authors\":\"Sarthak Haldar\",\"doi\":\"10.1109/ICCMC.2019.8819765\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Surely there has been no time in history where the lived lives of people have changed more dramatically due to the emergence of Artificial Intelligence. Various research and development has taken place over the years on computer vision which is a branch of AI. AI disciplines like a vision system is applied in various fields like self driving cars, face detection by social media apps and law enforcement softwares, google lens and so on. This paper deals with design and implementation of an efficient way of training a GPU using python libraries to process and classify an image. The design is profoundly described along with its performance efficiency. The image processing techniques presented in this paper includes the concept of neural networks and deep learning.\",\"PeriodicalId\":232624,\"journal\":{\"name\":\"2019 3rd International Conference on Computing Methodologies and Communication (ICCMC)\",\"volume\":\"97 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 3rd International Conference on Computing Methodologies and Communication (ICCMC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCMC.2019.8819765\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 3rd International Conference on Computing Methodologies and Communication (ICCMC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCMC.2019.8819765","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Design and Implementation of an Image Classifier using CNN
Surely there has been no time in history where the lived lives of people have changed more dramatically due to the emergence of Artificial Intelligence. Various research and development has taken place over the years on computer vision which is a branch of AI. AI disciplines like a vision system is applied in various fields like self driving cars, face detection by social media apps and law enforcement softwares, google lens and so on. This paper deals with design and implementation of an efficient way of training a GPU using python libraries to process and classify an image. The design is profoundly described along with its performance efficiency. The image processing techniques presented in this paper includes the concept of neural networks and deep learning.