单株变色树木图像识别算法数据

单株变色树木图像识别算法数据集是自2022年开始，安徽智遥信息技术有限公司通过大疆无人机自行采集，提取单株变色树木图像的颜色特征、形态特征、纹理特征、结构特征等获得，数据来源的依法依规获取。

The dataset for single discolored tree image recognition algorithms was developed by Anhui Zhiyao Information Technology Co., Ltd. The company independently collected raw data using DJI drones starting from 2022, then extracted color features, morphological features, texture features, structural features and other relevant features from the captured images of single discolored trees to construct this dataset. All data was acquired in compliance with relevant laws and regulations.

搜集汇总

背景与挑战

背景概述

该数据集包含1000条单株变色树木的图像数据，主要用于图像识别算法开发，应用于生态、农业和环境监测等领域。数据通过无人机采集，包含RGB光谱信息，波长范围为380~780nm，采样带宽为12Hz，拍摄俯仰角为90°，采集设备为商业相机。算法规则包括图像采集、预处理、特征提取、分类与识别以及决策与控制等步骤，旨在精确诊断树木健康状况。