Steering Rod Detection Dataset
V1.0Latest Update: | 2025-10-15 | 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: | Steering System Maintenance | Operational Error Prevention | ||
Applications: | Object Detection | Image Classification | ||
Brief Introduction
The current state of the industrial sector faces challenges such as equipment failures and operational errors that can lead to significant downtime and safety hazards. Existing solutions often lack precision in detecting issues early, leading to reactive rather than proactive maintenance strategies. This dataset aims to address the specific technical problem of accurately detecting steering rod anomalies and preventing operational errors, thereby enhancing maintenance workflows. The data is collected through high-resolution cameras in controlled industrial environments, ensuring consistency and quality. Quality control measures include multi-round annotations, consistency checks, and expert reviews to guarantee high accuracy in labeling. The data is stored in JPG format organized in a structured directory based on timestamps and labels, facilitating easy access and processing.
Sample Examples
| Image | File Name | Resolution | Tie Rod Presence | Tie Rod Position | Damage State | Corrosion Level | Rod Material | Coating Quality | Anomaly Detection | Bolt Presence |
|---|---|---|---|---|---|---|---|---|---|---|
 | 4835acf8cbdf41f245bdafbf460c983a.png | 1400*1355 | Present | Dead center, two crossed rods | No obvious damage or deformation | Slight | Metal | Surface coating quality is good | No anomalies found | Present, located at the end of the steering rod |
 | 969ed8660eb2b65ed869eabaf3866e16.png | 1400*1806 | Present | Central and lower-right position in the image | No obvious damage or deformation | Slight corrosion | Metal | Coating is partially worn | No anomalies detected | Connecting bolts are present |
 | 559ebf801512c60f895271b56312b600.png | 1400*1033 | Present | The steering rod is located slightly upper-central in the image | No obvious damage or deformation | Slight | Metal | Surface coating is relatively intact | No obvious anomalies | Connecting bolts are present |
 | 1eefe89561428eeda554c46314f9e145.png | 1400*1726 | Present | Offset towards the right center of the image, connection visible | No obvious damage or deformation | Slight | Metal | Coating is complete, quality is good | No anomalies detected | Connecting bolts are present |
 | 503285d0271305b48a2205d157130eea.png | 1400*2786 | Present | Located in a vertical position near the vehicle chassis | No obvious damage or deformation | Slight | Metal | Good, with slight wear | No obvious anomalies | Present |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| steering_rod_presence | boolean | Whether the tie rod is marked as present in the image. |
| rod_position | string | Detailed description of the tie rod position in the image. |
| damaged_status | boolean | Whether the tie rod shows obvious damage or deformation. |
| corrosion_level | string | The corrosion degree of the tie rod marked as slight, moderate, severe, etc. |
| rod_material | string | The type of material used for the steering rod in the image. |
| paint_quality | string | The integrity and quality of the coating on the steering rod surface. |
| anomaly_detection | boolean | Indicates whether there are any anomalies in the image related to the steering rod. |
| bolt_presence | boolean | Whether there are connecting bolts near the steering rod. |
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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