Pumpkin Field Distribution Analysis Dataset

#Target Detection #Image Recognition #Crop Monitoring #Precision Agriculture #Farmland Management

5000 records
1.2G
JPG/PNG/JSON
CC-BY-NC-SA 4.0
MOBIUSI INC

Updated:2026-02-04

AI Analysis & Value Prop

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.

Dataset Insights

Sample Examples

ed936fe6**.jpg|8368*5584|7.29 MB

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
pumpkin_count	int	This field represents the total number of pumpkins identified in the image.
leaf_coverage	float	This field represents the leaf coverage in the pumpkin field, with a value range between 0 and 1.
soil_condition	string	This field describes the condition of the soil observed in the image, such as dry, moist, etc.
plant_health	string	This field provides information about the health status of the pumpkin plants, such as healthy, damaged, diseased, etc.

Compliance Statement

Authorization Type	CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What is the Pumpkin Field Distribution Analysis Dataset?: The Pumpkin Field Distribution Analysis Dataset is an object detection dataset with high-quality images, focused on agriculture to assist researchers in crop monitoring and target detection.

What agricultural applications can the Pumpkin Field Distribution Analysis Dataset be used for?: This dataset can be used for crop monitoring, crop health assessment, yield prediction, and pest and disease detection applications.

How is the image quality in the Pumpkin Field Distribution Analysis Dataset?: The dataset provides high-quality images to ensure accurate results in crop monitoring and target detection tasks.

How can the Pumpkin Field Distribution Analysis Dataset be used for object detection?: Researchers can use machine learning and computer vision algorithms to train models for automatic detection and analysis of targets in pumpkin fields using this dataset.

What is the significance of the Pumpkin Field Distribution Analysis Dataset in agricultural research?: This dataset provides valuable visual data resources that help researchers optimize agricultural production, resource management, and decision support more effectively.

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Cite this Work

@dataset{Mobiusi2025,
  title={Pumpkin Field Distribution Analysis Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/904202aa06f4d3bf23ccf4ef1233e8f0?dataset_scene_id=5},
  urldate={2025-09-15},
  keywords={Pumpkin Field Dataset, Target Detection Dataset, Agricultural Technology, Crop Monitoring},
  version={1.0}
}

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