Datasets:
tags:
- Object Detection
- Image Classification
- Quality Inspection
- Defect Detection
- Automotive Manufacturing
license: cc-by-nc-sa-4.0
task_categories:
- object-detection
language:
- en
pretty_name: Crankshaft Component Detection Dataset
size_categories:
- 10M<n<100M
Crankshaft Component Detection Dataset
The Crankshaft Component Detection Dataset addresses the current challenges in the industrial sector, particularly in the automotive manufacturing industry, where the inspection of crankshaft components is critical for ensuring quality and performance. Existing solutions often lack the ability to accurately detect defects in complex structures, leading to potential failures in engine performance. This dataset aims to bridge that gap by providing a robust set of annotated images specifically for object detection tasks related to crankshaft components. Data collection involved high-resolution imaging in controlled environments, with advanced cameras capturing various angles and conditions. Quality control measures included multi-round annotations by experts, consistency checks, and thorough reviews to ensure the integrity of the data. The dataset is stored in JPG format, organized systematically to facilitate easy access and utilization.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| component_type | string | The specific type of crankshaft component, such as crankshaft, bearing, flywheel, etc. |
| defect_type | string | The type of defect detected in the crankshaft component, such as cracks, deformation, wear, etc. |
| defect_severity | string | The severity level of the defect, such as minor, moderate, or severe. |
| defect_location | string | Description of the specific location of the defect on the component. |
| surface_condition | string | The condition of the component's surface, such as smooth, rough, contaminated, etc. |
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 |
Source & Contact
If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com