{"title":"用YOLOv4区分芒果叶的健康和病态","authors":"Prya Artha Widjaja, Jose Ryu Leonesta","doi":"10.55927/fjst.v2i7.4792","DOIUrl":null,"url":null,"abstract":"Healthy plants will provide good results for farmers. As in humans, plants can also be affected by diseases that can result in death or crop failure. This study uses the object recognition method, namely YOLO (You Only Look Once) version 4 to determine whether a plant is categorized as sick or healthy. The data used in this research is secondary data. The results obtained were in line with expectations, namely being able to distinguish between healthy and diseased leaves.","PeriodicalId":143857,"journal":{"name":"Formosa Journal of Science and Technology","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Differentiate a Health and Sick of Mango Leaves Using YOLOv4\",\"authors\":\"Prya Artha Widjaja, Jose Ryu Leonesta\",\"doi\":\"10.55927/fjst.v2i7.4792\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Healthy plants will provide good results for farmers. As in humans, plants can also be affected by diseases that can result in death or crop failure. This study uses the object recognition method, namely YOLO (You Only Look Once) version 4 to determine whether a plant is categorized as sick or healthy. The data used in this research is secondary data. The results obtained were in line with expectations, namely being able to distinguish between healthy and diseased leaves.\",\"PeriodicalId\":143857,\"journal\":{\"name\":\"Formosa Journal of Science and Technology\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-07-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Formosa Journal of Science and Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.55927/fjst.v2i7.4792\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Formosa Journal of Science and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55927/fjst.v2i7.4792","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
健康的植物将为农民提供良好的结果。与人类一样，植物也会受到疾病的影响，这些疾病会导致死亡或作物歉收。本研究使用对象识别方法，即YOLO (You Only Look Once) version 4来确定植物是被归类为病态还是健康。本研究使用的数据为二手数据。得到的结果符合预期，即能够区分健康和患病的叶片。
Differentiate a Health and Sick of Mango Leaves Using YOLOv4
Healthy plants will provide good results for farmers. As in humans, plants can also be affected by diseases that can result in death or crop failure. This study uses the object recognition method, namely YOLO (You Only Look Once) version 4 to determine whether a plant is categorized as sick or healthy. The data used in this research is secondary data. The results obtained were in line with expectations, namely being able to distinguish between healthy and diseased leaves.
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