Y. A. Roopashree, M. Bhoomika, R. Priyanka, K. Nisarga, Sagarika Behera
{"title":"基于深度学习算法的野生动物运动监测与警报系统","authors":"Y. A. Roopashree, M. Bhoomika, R. Priyanka, K. Nisarga, Sagarika Behera","doi":"10.1109/RTEICT52294.2021.9573766","DOIUrl":null,"url":null,"abstract":"The roadways in our country are continuously developing and expanding and many highways are in proximity to the forests, which increases the possibility of human-animal collision making deadly accidents imminent. This paper proposes an application that uses the ‘YOLO’ algorithm to efficiently recognize and classify the animals in the images that are passed to it as input and alert the user via the map interface along with the location of the animal on Google Maps. Deep Learning method is used here for animal detection and classification. Using Deep Learning, a detection and notification system is proposed. Our application trained for two datasets, tiger and elephant.","PeriodicalId":191410,"journal":{"name":"2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Monitoring the Movements of Wild Animals and Alert System using Deep Learning Algorithm\",\"authors\":\"Y. A. Roopashree, M. Bhoomika, R. Priyanka, K. Nisarga, Sagarika Behera\",\"doi\":\"10.1109/RTEICT52294.2021.9573766\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The roadways in our country are continuously developing and expanding and many highways are in proximity to the forests, which increases the possibility of human-animal collision making deadly accidents imminent. This paper proposes an application that uses the ‘YOLO’ algorithm to efficiently recognize and classify the animals in the images that are passed to it as input and alert the user via the map interface along with the location of the animal on Google Maps. Deep Learning method is used here for animal detection and classification. Using Deep Learning, a detection and notification system is proposed. Our application trained for two datasets, tiger and elephant.\",\"PeriodicalId\":191410,\"journal\":{\"name\":\"2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT)\",\"volume\":\"38 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RTEICT52294.2021.9573766\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RTEICT52294.2021.9573766","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Monitoring the Movements of Wild Animals and Alert System using Deep Learning Algorithm
The roadways in our country are continuously developing and expanding and many highways are in proximity to the forests, which increases the possibility of human-animal collision making deadly accidents imminent. This paper proposes an application that uses the ‘YOLO’ algorithm to efficiently recognize and classify the animals in the images that are passed to it as input and alert the user via the map interface along with the location of the animal on Google Maps. Deep Learning method is used here for animal detection and classification. Using Deep Learning, a detection and notification system is proposed. Our application trained for two datasets, tiger and elephant.