Pumpkin Object Detection Dataset
#Object Detection #Image Recognition #Agricultural Monitoring #Crop Health Assessment #Automated Harvesting
- Records
- 20000 records
- Size
- 3.2G
- Format
- JPG/PNG/JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-05
AI Analysis & Value Prop
The current agricultural industry faces challenges in crop health monitoring, especially in pumpkin cultivation, where traditional methods are inefficient and difficult to achieve real-time monitoring. Existing solutions lack sufficient data support, making it difficult to meet detection accuracy and speed requirements. This dataset is designed to provide high-quality pumpkin image data to support the training of object detection algorithms, thereby enhancing the level of automation in crop monitoring. The images in the dataset are captured using professional equipment under various lighting and environmental conditions to ensure data diversity and representativeness. During data processing, quality control measures such as multiple rounds of annotation and expert review are adopted to ensure accuracy and consistency. The data is stored in JPEG format, with each image containing information on bounding boxes and class labels, facilitating subsequent model training and evaluation.
Overview
Dataset Insights
Preview
Sample Examples
237faa74**.jpg|8368*5584|7.29 MB
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| pumpkin_count | integer | The number of pumpkins present in the image. |
| pumpkin_size | string | Estimated pumpkin size (small, medium, large) based on the area of pumpkins in the image. |
| pumpkin_color | string | The dominant color of pumpkins in the image, such as orange, green, etc. |
| leaf_presence | boolean | The presence of leaves in the image. |
| background_type | string | The type of background in the pumpkin image, such as soil, grass, blue sky, etc. |
| lighting_condition | string | The lighting condition at the time of image capture, such as sunny, cloudy. |
| distance_to_pumpkin | float | The estimated distance between the camera and the pumpkin, measured in meters. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
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
FAQ
Frequently Asked Questions
- What is the Pumpkin Object Detection Dataset?
- The Pumpkin Object Detection Dataset is an image dataset used for training object detection algorithms, focusing on pumpkin images in the agricultural field.
- What applications is the Pumpkin Object Detection Dataset suitable for?
- This dataset is suitable for agricultural applications that require detecting and identifying pumpkins, such as automated harvesting, yield estimation, and crop monitoring systems.
- How can the Pumpkin Object Detection Dataset improve algorithm performance?
- You can use the high-quality images in the Pumpkin Object Detection Dataset to train and validate object detection algorithms, thereby improving their accuracy and efficiency in pumpkin recognition.
- How is the image quality of the Pumpkin Object Detection Dataset?
- The Pumpkin Object Detection Dataset provides high-quality image data, ensuring clarity and detail, which is suitable for precise object detection algorithm training.
- How does the Pumpkin Object Detection Dataset support advancements in agricultural technology?
- By providing high-quality image data specifically for pumpkin object detection, this dataset supports the development of smarter agricultural technologies, aiding in precision agriculture and automation systems.
- What is the main objective of the Pumpkin Object Detection Dataset?
- The main objective of this dataset is to provide a reliable data foundation for machine learning models to accurately recognize and locate pumpkins in images.
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Cite this Work
@dataset{Mobiusi2025,
title={Pumpkin Object Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/7292814ef400a12b50a4e7c22784a36c?dataset_scene_id=5},
urldate={2025-09-15},
keywords={Pumpkin Object Detection, Agricultural Dataset, Object Detection Dataset, Image Recognition, Agricultural Monitoring},
version={1.0}
}Using this in research? Please cite us.
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