作为深圳龙华区首个街道级全场景人工智能环卫应用示范，民治街道人工智能环卫项目是落实深圳城市 管理部门提出的人工智能和城市管理业务深度融合，试点"城市＋AI"应用场景，打造的人工智能清扫应 用示范场景。积极推动行业场景与产业技术融合，以"人工智能"赋能城市管理，用AI助力实现"绣花针 式"城市精细化管理。 民治全场景智慧化作业示范区，创新性地采用"三维一体"的智能监测体系：空中部署的无人机编队配备 高精度摄像头及AI识别算法，自备充能机场主动续航，可完成每日40平方公里的自动巡检；地面布设 的AI智能摄像头和无人巡查车组成密集监测网络，能够在本地实时、低功耗地识别超过14种市容问题 （如暴露垃圾、垃圾桶满溢、违规停放等），识别准确率可至98.5%；5G网络秒速接收全套设备数 据，"智慧云大脑"数字管理平台依托深度算法和环卫运营AI数据模型，综合考量所有设备的实时状态、 电量、位置及历史作业效率，自动生成最优作业指令，调度最合适的无人环卫设备执行任务，最终实现 从"问题发现"到"任务闭环"的全过程无人化智能运营。 清晨7点，红山文化公园的晨光中，造型灵巧的无人扫地机器人"小蜜蜂"已开始工作，它精准地避开晨 练的市 ...

Core Viewpoint - The integration of aerial and ground-based intelligent inspection systems in Yulin City enhances urban management efficiency and precision through advanced technology and community participation [1][2][6]. Group 1: Aerial Inspection Systems - Yulin City has implemented an integrated aerial inspection system using drones equipped with AI algorithms to identify urban management issues, achieving a significant leap in management quality [2]. - Since the introduction of the drone project in late 2023, Yulin has deployed 2 fixed and 1 mobile drone hangars, with each drone capable of conducting 10 inspection flights daily, covering a radius of 5 kilometers [2][3]. - The aerial inspection team has completed 739 flights this year, covering 4,434 kilometers, which is equivalent to flying around the boundary of Yulin's Yuyang District 10 times, improving problem detection efficiency by 5 times and reducing labor costs by over 90% [3]. Group 2: Ground Inspection Systems - Ground-based intelligent inspection vehicles equipped with multi-spectral cameras can identify and classify issues within 5 seconds while traveling at 40 kilometers per hour, significantly enhancing urban management efficiency [4][5]. - Yulin City has also deployed over 20 smart two-wheeled inspection electric vehicles to cover narrow streets and alleys, creating a comprehensive ground inspection network [5]. - The combination of ground vehicles and drones allows for a more precise and efficient urban management approach, moving from traditional manpower to intelligent governance [5]. Group 3: Community Involvement - The urban governance system in Yulin encourages citizen participation, transforming residents into active contributors by reporting issues through a mobile app or hotline [6]. - The digital management center has established nine information collection channels, linking various city management departments to create a comprehensive governance network [6][7]. - As of now, the digital management center has received approximately 205,000 urban management issues, with over 139,000 accepted and more than 104,000 resolved, demonstrating the effectiveness of the integrated governance mechanism [7]. Group 4: Future Plans - Yulin City aims to enhance its digital management platform and extend its precision management capabilities to ensure comprehensive urban oversight [8].