Wheel Hub Detection Dataset
V1.0Latest Update: | 2026-01-14 | Samples: | 5000 records |
Samples: | 5000 records | ||
File Size: | 1.5G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | Hub Defect Identification | Tire Assembly Pre-Inspection | Wheel Error-Proofing System | ||
Applications: | Defect Detection | Quality Control | Automated Inspection | ||
Brief Introduction
The Wheel Hub Detection Dataset aims to address the increasing demand for automated quality control in the automotive industry, where the accurate identification of defects is crucial for safety and performance. Current solutions often struggle with high false-positive rates and lack sufficient data diversity to train robust models. This dataset is designed to solve the problem of effective defect detection by providing a large number of labeled images under various conditions. The data is collected using high-resolution cameras in controlled lighting environments, ensuring high quality. Quality control measures include multi-round annotations, consistency checks among annotators, and expert reviews to ensure accuracy. The dataset is stored in JPEG format, organized by categories of defects and timestamps for easy access.
Sample Examples
| Image | File Name | Resolution | Defect Type | Defect Location | Defect Severity | Rim Type | Surface Texture |
|---|---|---|---|---|---|---|---|
 | fa78347a8ad35ac86d835f496820c83f.jpg | 1280*979 | Stain | Area below the rim | Level 2 | Aluminum alloy wheel rim | Smooth |
 | 5c2b669bb7de45a8d824f6abbaddc8a4.jpg | 1280*1066 | No noticeable defects | None | No defects | Multi-spoke wheel rim | Smooth |
 | f0faca6f4546471370d36f2bb55f640c.jpg | 1280*1191 | no obvious defects | none | no defects | standard aluminum wheels | smooth |
 | b0df0d0923021b31d2f044a931a2f3e4.jpg | 1280*1191 | dent | outer rim edge | grade 3 | multi-spoke wheels | smooth metal surface, with slight scratches and stains |
 | 51481a425fb163935c8e92ced749481f.jpg | 1280*904 | no obvious defects | none | no defects | multi-spoke wheels | smooth |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| defect_type | string | Types of rim defects identified in the image, such as cracks, dents, etc. |
| defect_location | string | Description of the specific defect location on the rim, such as a particular area or coordinates. |
| defect_severity | integer | Indicates the severity of the defect, usually represented in levels such as 1-5. |
| wheel_type | string | The type or model of the rim, used to identify different kinds or specifications of rims. |
| surface_texture | string | Description of visible texture features on the surface of the rim. |
Compliance Statement
| Item | Content |
|---|---|
| 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 |
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