Pumpkin Counting Dataset
#Object Detection #Image Classification #Agricultural Monitoring #Crop Management #Precision Agriculture
- 5000 records
- 1.5G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-06-04
AI Analysis & Value Prop
The current agricultural industry faces challenges of low crop monitoring efficiency and significant human counting errors. Existing solutions often rely on manual experience, lacking automation and accuracy. This dataset aims to provide a high-quality object detection training foundation for agricultural image recognition, meeting the need for automated pumpkin counting. The dataset collects pumpkin images in various environments using professional equipment, and undergoes multiple rounds of annotation and consistency checks to ensure high data quality. The data is stored in JPG format, with annotation information organized in JSON format, facilitating subsequent model training and evaluation.
Dataset Insights
Sample Examples
12b14efd**.jpg|8368*5584|7.29 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| pumpkin_count | int | The number of pumpkins identified in the image. |
| pumpkin_size | string | The size classification of pumpkins in the image, such as small, medium, large. |
| pumpkin_color | string | The color information of pumpkins in the image, such as orange, green. |
| pumpkin_shape | string | The shape classification of pumpkins in the image, such as round, oval. |
| growth_stage | string | The growth stage of pumpkins in the image, such as seedling stage, mature stage. |
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 |
Frequently Asked Questions
- What is the main purpose of the Pumpkin Counting Dataset?
- The Pumpkin Counting Dataset is primarily used for agricultural monitoring, enabling accurate counting of pumpkins using object detection technology.
- What data modalities are included in the Pumpkin Counting Dataset?
- This dataset includes image modality for object detection tasks.
- What agricultural problems can the Pumpkin Counting Dataset address?
- The dataset can help address labor-intensive counting challenges in pumpkin farming, improving agricultural efficiency.
- Which technologies can be used in conjunction with the Pumpkin Counting Dataset for analysis?
- Object detection algorithms in machine learning, such as YOLO and Faster R-CNN, can be used for analysis.
- How does the Pumpkin Counting Dataset support the development of smart agriculture?
- By providing accurate object detection data, this dataset supports precision agriculture management and automated monitoring.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Pumpkin Counting Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/c603d6e30f877cce9ff9b38faaed9f0e?cate=2},
urldate={2025-09-15},
keywords={Pumpkin Counting Dataset,Agricultural Object Detection,Crop Monitoring Data},
version={1.0}
}Using this in research? Please cite us.
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