{"title":"革兰氏染色涂片图像中目标检测为革兰氏阳性球菌","authors":"Hitoshi Sugimoto, Kouichi Hirata","doi":"10.1109/IIAIAAI55812.2022.00035","DOIUrl":null,"url":null,"abstract":"In this paper, we detect Gram positive cossi in Gram stained smear images as object detection. As detectors, we adopt Faster R-CNN, RetinaNet and YOLOv5. Then, we give experimental results for detecting Gram positive cocci, and the detection by YOLOv5 is more successful than that by Faster R-CNN and RetinaNet.","PeriodicalId":156230,"journal":{"name":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"9 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Object Detection as Gram Positive Cocci in Gram Stained Smear Images\",\"authors\":\"Hitoshi Sugimoto, Kouichi Hirata\",\"doi\":\"10.1109/IIAIAAI55812.2022.00035\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we detect Gram positive cossi in Gram stained smear images as object detection. As detectors, we adopt Faster R-CNN, RetinaNet and YOLOv5. Then, we give experimental results for detecting Gram positive cocci, and the detection by YOLOv5 is more successful than that by Faster R-CNN and RetinaNet.\",\"PeriodicalId\":156230,\"journal\":{\"name\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"volume\":\"9 1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IIAIAAI55812.2022.00035\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIAIAAI55812.2022.00035","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Object Detection as Gram Positive Cocci in Gram Stained Smear Images
In this paper, we detect Gram positive cossi in Gram stained smear images as object detection. As detectors, we adopt Faster R-CNN, RetinaNet and YOLOv5. Then, we give experimental results for detecting Gram positive cocci, and the detection by YOLOv5 is more successful than that by Faster R-CNN and RetinaNet.
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