su-fmi/sunflower-density-estimation-2024

该数据集是为研究无人机和多光谱相机在农业领域应用而开发的，专门用于向日葵密度估计。数据集包含从2024年4月15日至2024年7月24日期间通过DJI P4 Multispectral无人机平台收集的空中正射影像和低空图像。数据包括多光谱图像、植被指数图像以及相关的元数据。数据集可用于训练基于多光谱数据的模型、改进计算机视觉算法以及开发和验证向日葵密度估计方法。

This dataset is part of a research project for sunflower density estimation, collecting multispectral data and low-altitude images from April 15, 2024, to July 24, 2024. The dataset includes orthophotos and low-altitude images collected from the DJI P4 Multispectral UAV platform, covering the active vegetation period of sunflowers. The images are geo-referenced and contain timestamps, image quality, camera properties, and other metadata. The dataset can be used for training models relying on multispectral data sources, improving existing algorithms in the computer vision domain, and developing and validating methods for sunflower density estimation.