广西壮族自治区-批发业-环保车视频解析助手数据

基于环保车视频与 GPS 定位数据，结合 YOLO11 视觉算法，是一款服务环卫作业的可视化数据产品。产品形态为 Web 端动态可视化看板，可通过 API 输出含垃圾类别、时间、坐标的结构化数据，对接广西固废全过程综合管理云平台，部署于私有化服务器。用途是替代人工巡查精准定位垃圾高发区，量化垃圾分布变化以支撑资源预调配，降低环卫作业成本，为日常运营优化与长期规划提供依据。

Designed for sanitation operations, this visualized data product is developed based on sanitation vehicle video and GPS positioning data, combined with the YOLO11 computer vision algorithm. It features a web-based dynamic visualization dashboard, supports outputting structured data including waste category, timestamp and geographic coordinates via API, interfaces with the Guangxi Solid Waste Whole-process Comprehensive Management Cloud Platform, and is deployed on a private server. Its applications include replacing manual inspections to accurately pinpoint waste hotspots, quantifying changes in waste distribution to support resource pre-allocation, reducing sanitation operation costs, and providing a reliable basis for daily operational optimization and long-term planning.

搜集汇总

背景与挑战

背景概述

该数据集服务于广西壮族自治区批发业，通过环保车视频与GPS定位数据，结合YOLO11算法构建可视化数据产品。它以Web端看板形式呈现，可输出结构化数据并对接广西固废管理云平台，旨在替代人工巡查、量化垃圾分布，以优化环卫作业成本与长期规划。