Pumpkin Field Distribution Analysis Dataset

The current agricultural industry faces challenges such as inefficient crop monitoring and inaccurate management decision-making. Existing agricultural monitoring solutions largely rely on manual inspections, which are inefficient and prone to errors. This dataset aims to improve the monitoring efficiency of pumpkin fields through machine vision technology, meeting the need for real-time recognition of crop growth status. The dataset contains 5000 high-quality images of pumpkin fields, taken with professional cameras under different lighting and climate conditions to ensure data diversity and a true reflection of the agricultural environment. We implemented multiple rounds of annotation and expert review to ensure the high quality and consistency of the data. The final data is stored in JPG format for easy access and processing.