施工现场图像分割数据

该数据集专为建筑施工现场的目标检测和实例分割任务设计，包含 21 类施工要素，包括设备、材料等。数据来源于超过 200 个不同施工项目，由专业施工单位通过近景相机和全景相机，获取的影像覆盖各类施工现场的实体。每类对象的实例数量均超过 1000 个，数据集共计近 2 万张影像。该数据集适用于建筑领域的智能监控、施工安全分析等任务，能够帮助模型在实际施工环境中识别并检测多种施工要素。

This dataset is specifically developed for object detection and instance segmentation tasks on construction sites, encompassing 21 categories of construction elements including equipment, materials, and others. The dataset is sourced from over 200 distinct construction projects, where professional construction teams captured imagery using close-range cameras and panoramic cameras, with the collected images covering physical entities across various construction scenarios. Each category contains more than 1000 instances, and the total number of images in the dataset reaches nearly 20,000. This dataset is applicable to tasks such as intelligent monitoring and construction safety analysis in the construction field, and it enables models to identify and detect various construction elements in actual construction environments.

搜集汇总

背景与挑战

背景概述

该数据集是一个专为建筑施工现场目标检测和实例分割任务设计的图像数据集，包含21类施工要素，覆盖200多个施工项目的近2万张影像，每类实例超过1000个，适用于智能监控和安全分析。