Spark Plug Inspection Dataset
#Object Detection #Model Training #Target Detection #High-precision Model Training
- 5000 records
- 1.2G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
In the current industrial landscape, the detection and quality control of small components like spark plugs face significant challenges, such as high variance in manufacturing defects and the need for precise measurements. Existing solutions often struggle with accuracy and speed, resulting in delays and increased operational costs. This dataset aims to address the need for high-precision training models that can reliably detect defects in spark plugs, enhancing quality assurance processes. The dataset comprises images collected using high-resolution industrial cameras in controlled environments, ensuring optimal lighting and minimal noise. Quality control measures include multiple rounds of annotation, consistency checks, and expert reviews to guarantee high annotation accuracy. The dataset is organized in JPG format, with structured folders for easy access and management.
Dataset Insights
Sample Examples
7516bac5**.png|1271*1700|2.58 MB
4cdd84ef**.png|1300*1700|1.48 MB
e8521b35**.png|1413*1700|2.57 MB
c4bd5e25**.png|2292*1700|4.99 MB
fb403352**.png|1766*1700|3.18 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| object_orientation | string | The orientation information of the spark plugs in the image, such as horizontal or vertical. |
| object_size | float | The size of the detected spark plugs. |
| object_defect_status | string | Indicates whether there are any defects on the spark plugs, such as wear or cracks. |
| object_type | string | The type or model information of the spark plugs. |
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 Spark Plug Detection Dataset?
- The Spark Plug Detection Dataset is an object detection dataset focused on the industrial sector, primarily used for detecting small parts like spark plugs.
- In which industries can the Spark Plug Detection Dataset be applied?
- This dataset is mainly applied in industrial inspection fields, particularly in precision manufacturing and automotive manufacturing.
- Why is the Spark Plug Detection Dataset needed?
- The Spark Plug Detection Dataset helps improve the accuracy of detection models, especially for small parts, making it an important tool for quality control in precision industries.
- How does the Spark Plug Detection Dataset help improve model performance?
- This dataset provides high-quality annotated data suitable for training high-precision models, focusing on the detection and recognition of small objects.
- What distinguishes the Spark Plug Detection Dataset from other datasets?
- The Spark Plug Detection Dataset focuses on detecting small parts, whereas other datasets may cover larger or different domain targets more broadly.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Spark Plug Inspection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/eba6f08f8c9c131ca375b5467c336f1a},
urldate={2025-08-28},
keywords={spark plug detection,industrial quality control,object detection dataset,high precision model training},
version={1.0}
}Using this in research? Please cite us.
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