Engine Oil Seal Detection Dataset
#Object Detection #Image Classification #Industrial Inspection #Quality Control #Automotive Maintenance
- 20000 records
- 3.5G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
The Engine Oil Seal Detection Dataset was created to address the growing need for effective monitoring and quality control in the automotive industry, specifically focusing on oil seal integrity. Current industry practices often rely on manual inspections, which are time-consuming and prone to human error. This dataset aims to fill the gap by providing high-quality images of oil seals under various conditions for training automated detection systems. Data was collected using high-resolution cameras in controlled environments and underwent rigorous quality control measures, including multi-round annotations and expert reviews to ensure consistency and accuracy. Images are stored in JPG format, organized by categories based on seal conditions.
Dataset Insights
Sample Examples
bb08686b**.jpg|1712*1279|877.35 KB
446edf17**.jpg|1080*1325|862.51 KB
b6ead192**.jpg|1080*1325|853.43 KB
06785561**.jpg|1280*1632|818.38 KB
276450a7**.jpg|1080*1322|553.81 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| seal_type | string | The type of oil seal, such as O-ring, lip seal, etc. |
| defect_type | string | Possible defect types of the oil seal, such as rupture, wear, or deformation. |
| defect_location | string | Description of the location of the oil seal defect in the image. |
| defect_size | float | Actual size of the defect, measured in millimeters. |
| image_quality | string | Clarity level of the image, such as high, medium, or low. |
| lighting_condition | string | Lighting conditions when the image was taken, such as natural light or artificial light. |
| camera_angle | string | Angle information of the camera shot, such as top view or side view. |
| oil_seal_material | string | Material information of the oil seal, such as rubber or polyurethane. |
| surface_texture | string | Texture condition of the oil seal surface, such as smooth or rough. |
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 Engine Oil Seal Detection Dataset?
- The Engine Oil Seal Detection Dataset is an image dataset used for inspecting the sealing quality of engine oil seals, intended for object detection tasks.
- In which fields is the Engine Oil Seal Detection Dataset mainly applied?
- The dataset is primarily applied in the industrial sector for enhancing automated inspection technologies.
- Why choose images as the modality for the Engine Oil Seal Detection Dataset?
- Images are chosen as they can intuitively display the appearance and possible sealing issues of oil seals, making it easier for computers to analyze and detect.
- How does the Engine Oil Seal Detection Dataset promote the development of automated inspection technologies?
- By providing high-quality training data, the dataset enhances the detection accuracy of machine learning models, advancing the development of automated inspection technologies.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Engine Oil Seal Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/c44b24479984d2d98e08b0b3b20b2e1e?dataset_scene_id=2},
urldate={2025-08-28},
keywords={Engine Oil Seal Dataset,Industrial Inspection Dataset,Automotive Quality Control,Image Classification Dataset},
version={1.0}
}Using this in research? Please cite us.
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