{"title":"利用人工智能和机器学习识别和收集垃圾,提高城市清洁度的自主系统","authors":"Zhuowen Wang, Jonathan Sahagun","doi":"10.5121/csit.2024.140306","DOIUrl":null,"url":null,"abstract":"The HawkEyes system, featuring a sophisticated robotic car, is a key innovation in modern waste management. This autonomous vehicle is adeptly equipped with advanced AI and computer vision technology, enabling precise identification and categorization of different waste types. Optimized for city environments, the car navigates autonomously, relying on an AI detection system. Built to withstand a variety of urban conditions, the robotic car is robust and adaptable. Its suite of sensors and cameras are strategically placed, enhancing its ability to detect waste and maneuver effectively in urban areas. As it patrols city streets, the vehicle efficiently identifies locations with accumulated waste, supporting targeted and effective cleanup efforts. In its current iteration, HawkEyes stands as an intelligent and practical solution to urban waste challenges. It fuses technological innovation with real-world application, not only improving the efficiency of waste collection but also contributing to environmental conservation efforts. This robotic car demonstrates the transformative role of AI and robotics in sustainable waste management, showcasing a new frontier in city maintenance and ecological care.","PeriodicalId":518949,"journal":{"name":"Machine Learning, IOT and Blockchain","volume":"58 20","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An Autonomous System to Enhance Urban Cleanliness by Identifying and Collecting Trash using AI and Machine Learning\",\"authors\":\"Zhuowen Wang, Jonathan Sahagun\",\"doi\":\"10.5121/csit.2024.140306\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The HawkEyes system, featuring a sophisticated robotic car, is a key innovation in modern waste management. This autonomous vehicle is adeptly equipped with advanced AI and computer vision technology, enabling precise identification and categorization of different waste types. Optimized for city environments, the car navigates autonomously, relying on an AI detection system. Built to withstand a variety of urban conditions, the robotic car is robust and adaptable. Its suite of sensors and cameras are strategically placed, enhancing its ability to detect waste and maneuver effectively in urban areas. As it patrols city streets, the vehicle efficiently identifies locations with accumulated waste, supporting targeted and effective cleanup efforts. In its current iteration, HawkEyes stands as an intelligent and practical solution to urban waste challenges. It fuses technological innovation with real-world application, not only improving the efficiency of waste collection but also contributing to environmental conservation efforts. This robotic car demonstrates the transformative role of AI and robotics in sustainable waste management, showcasing a new frontier in city maintenance and ecological care.\",\"PeriodicalId\":518949,\"journal\":{\"name\":\"Machine Learning, IOT and Blockchain\",\"volume\":\"58 20\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Machine Learning, IOT and Blockchain\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5121/csit.2024.140306\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Machine Learning, IOT and Blockchain","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5121/csit.2024.140306","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An Autonomous System to Enhance Urban Cleanliness by Identifying and Collecting Trash using AI and Machine Learning
The HawkEyes system, featuring a sophisticated robotic car, is a key innovation in modern waste management. This autonomous vehicle is adeptly equipped with advanced AI and computer vision technology, enabling precise identification and categorization of different waste types. Optimized for city environments, the car navigates autonomously, relying on an AI detection system. Built to withstand a variety of urban conditions, the robotic car is robust and adaptable. Its suite of sensors and cameras are strategically placed, enhancing its ability to detect waste and maneuver effectively in urban areas. As it patrols city streets, the vehicle efficiently identifies locations with accumulated waste, supporting targeted and effective cleanup efforts. In its current iteration, HawkEyes stands as an intelligent and practical solution to urban waste challenges. It fuses technological innovation with real-world application, not only improving the efficiency of waste collection but also contributing to environmental conservation efforts. This robotic car demonstrates the transformative role of AI and robotics in sustainable waste management, showcasing a new frontier in city maintenance and ecological care.