无人机耕地保护违法场景智能识别高质量数据集

本数据集专注于耕地保护中的违法场景智能识别，重点标注了推土机、挖掘机、压路机等关键工程机械目标。数据源自高清无人机遥感影像，涵盖多种环境与尺度，标注精准。专为训练和评估高精度目标检测模型设计，为违法违规占用耕地的自动监测、预警与执法提供核心数据支持。This dataset focuses on intelligent recognition of illegal scenarios in cultivated land protection, with key construction machinery targets such as bulldozers, excavators and road rollers carefully annotated. The data is sourced from high-definition UAV remote sensing images, covering various environments and scales with precise annotations. It is specifically designed for training and evaluating high-precision object detection models, providing core data support for automatic monitoring, early warning and law enforcement of illegal cultivated land occupation.

搜集汇总

背景与挑战

背景概述

该数据集专注于耕地保护违法场景的智能识别，基于高清无人机遥感影像，精准标注了推土机、挖掘机等关键工程机械目标，专为训练高精度目标检测模型设计。它主要应用于国土监察领域，通过AI模型自动识别违法违规占用耕地行为，实现从'人防'到'技防'的转变，有效提升耕地保护的效率和响应速度。