Shaft Seal Inspection Dataset
V1.0Latest Update: | 2025-10-14 | Samples: | 15000 records |
Samples: | 15000 records | ||
File Size: | 3.2G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | High-temperature component sealing verification | Rotating component wear identification | ||
Applications: | Image classification | Object detection | ||
Brief Introduction
The current industrial landscape faces significant challenges with ensuring the reliability of high-temperature components, particularly in sealing applications. Many existing solutions lack the ability to effectively identify wear and failure modes in rotating components, leading to costly downtimes and failures. This dataset aims to address these technical issues by providing a comprehensive collection of images capturing various states of shaft seals and their wear conditions. The data is collected using high-resolution cameras in controlled environments, where we ensure optimal lighting and angles. Quality control measures include multiple rounds of annotation, consistency checks among annotators, and expert reviews to confirm the accuracy of labels. The images are stored in JPG format, organized systematically for easy access and analysis.
Sample Examples
| Image | File Name | Resolution | Sealing Status | Wear Degree | Seal Material | Temperature Exposure Level | Surface Condition | Anomaly Detection | Color Change | Alignment Status | Thermal Deformation | Installation Direction |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | bb2db6a774db06f7ac90ef8db54c8f07.jpg | 1707*1279 | Leak | Slight Wear | Rubber | Medium | Worn Marks | Yes | Darkened | Misaligned | No | Normal |
 | 0dfe1c4cf1733a9946005a2c696065c9.jpg | 2000*2664 | Leak | Severe Wear | Unknown | Medium | Cracked | Yes | Darkened | Normal | No | Correct |
 | 3f49af4f6bbe34a10f708331781c3635.jpg | 1707*1279 | Leak | Slight Wear | Insufficient Information | Medium | Worn Marks | Yes | Darkened | Normal | No | Correct |
 | 68dce6b38ed4681e1a38ca8c678e08cc.jpg | 2088*1564 | Leak | Severe Wear | Undetermined | High | Cracked and Worn Marks | Yes | Darkened | Normal | Yes | Correct |
 | eab7bc6976750d44ac028d1c213bb3d8.jpg | 1279*1707 | Leak | Severe Wear | Indeterminable | High | Cracked and Worn Marks | Yes | Darkened | Misaligned | Yes | Indeterminable |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| seal_status | string | The current sealing status of the seal, such as intact or leaking. |
| wear_level | string | The level of wear of the seal, such as no wear, slight wear, or severe wear. |
| material_type | string | The manufacturing materials of seals, such as silicone, fluororubber, etc. |
| temperature_exposure | string | The degree to which the seal is exposed to high temperature conditions, such as low, medium, high. |
| surface_condition | string | The physical condition of the seal's surface, such as smooth, cracked, worn marks, etc. |
| anomaly_detection | boolean | Whether an anomaly is detected, such as yes or no. |
| color_variation | string | Color information and changes of the seal, such as no change, darkening, etc. |
| alignment | string | The degree of alignment of the seal in the equipment, such as normal, offset, etc. |
| thermal_deformation | boolean | Whether the seal undergoes deformation due to high temperature, such as yes or no. |
| installation_orientation | string | The correct installation direction of the seal, such as correct, reverse, etc. |
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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