Farm Pond Change Detection Dataset (FPCD)
收藏arXiv2023-02-28 更新2024-06-21 收录
下载链接:
https://huggingface.co/datasets/ctundia/FPCD
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资源简介:
FPCD数据集是由印度理工学院孟买分校创建的,专注于农业水塘变化检测的公开数据集。该数据集包含694对高分辨率航空影像,覆盖17个村庄,时间跨度为14年。数据集详细记录了每个水塘的位置、类型及其随时间的变化。创建过程涉及从Google Earth收集历史影像,并使用LabelMe工具进行标注。FPCD数据集的应用领域包括土地调查、农业政策分析、季节性影响和气候变化研究,旨在通过检测水塘的变化来支持相关决策和研究。
The FPCD dataset, developed by the Indian Institute of Technology Bombay, is a public dataset dedicated to agricultural pond change detection. It comprises 694 pairs of high-resolution aerial imagery covering 17 villages, with a 14-year temporal span. The dataset comprehensively records the location, type, and temporal changes of each individual pond. Its creation involved collecting historical imagery from Google Earth and performing annotations using the LabelMe tool. The FPCD dataset has applications in land surveys, agricultural policy analysis, seasonal impact research, and climate change studies, aiming to support relevant decision-making and research by detecting pond changes.
提供机构:
印度理工学院孟买分校
创建时间:
2023-02-28



