{"title":"植物叶片病害检测使用图像处理和机器学习技术","authors":"Pratibha Kokardekar, Aman Shah, Arjun Thakur, Prachi Shahu, Rohan Raggad, Sudhanshu Keshaowar, Vineet Pashine","doi":"10.47164/ijngc.v13i5.926","DOIUrl":null,"url":null,"abstract":"Agriculture plays a very important role in strengthening the economy of a country. Disease in plants is the majorcause of production and economy loss which also reduced the quality and quantity of agriculture products. Farmersface a lot of difficulty in detecting the diseases with naked eye which is the traditional and most used way. It isan important and tedious task to detect disease on crops. It requires a lot of skilled labour and huge amount oftime. This paper compares the benefits and limitations of existing techniques for disease detections. Finally, itwill talk about a method for disease detection in plants using convolutional neural network (CNN).","PeriodicalId":42021,"journal":{"name":"International Journal of Next-Generation Computing","volume":"37 1","pages":""},"PeriodicalIF":0.3000,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Plant leaves disease detection using Image Processing and Machine learning techniques\",\"authors\":\"Pratibha Kokardekar, Aman Shah, Arjun Thakur, Prachi Shahu, Rohan Raggad, Sudhanshu Keshaowar, Vineet Pashine\",\"doi\":\"10.47164/ijngc.v13i5.926\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Agriculture plays a very important role in strengthening the economy of a country. Disease in plants is the majorcause of production and economy loss which also reduced the quality and quantity of agriculture products. Farmersface a lot of difficulty in detecting the diseases with naked eye which is the traditional and most used way. It isan important and tedious task to detect disease on crops. It requires a lot of skilled labour and huge amount oftime. This paper compares the benefits and limitations of existing techniques for disease detections. Finally, itwill talk about a method for disease detection in plants using convolutional neural network (CNN).\",\"PeriodicalId\":42021,\"journal\":{\"name\":\"International Journal of Next-Generation Computing\",\"volume\":\"37 1\",\"pages\":\"\"},\"PeriodicalIF\":0.3000,\"publicationDate\":\"2022-11-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Next-Generation Computing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.47164/ijngc.v13i5.926\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Next-Generation Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.47164/ijngc.v13i5.926","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Plant leaves disease detection using Image Processing and Machine learning techniques
Agriculture plays a very important role in strengthening the economy of a country. Disease in plants is the majorcause of production and economy loss which also reduced the quality and quantity of agriculture products. Farmersface a lot of difficulty in detecting the diseases with naked eye which is the traditional and most used way. It isan important and tedious task to detect disease on crops. It requires a lot of skilled labour and huge amount oftime. This paper compares the benefits and limitations of existing techniques for disease detections. Finally, itwill talk about a method for disease detection in plants using convolutional neural network (CNN).