Mobiusi/Circlip-Detection-Dataset

Circlip Detection Dataset

In the current industrial landscape, the challenge of ensuring the integrity of assembled components, such as circlips in rotating machinery, remains critical. Existing solutions often fail due to limitations in real-time detection capabilities and high false-positive rates, leading to costly production downtimes. This dataset aims to address these technical issues by providing high-quality, labeled images of circlip assemblies, thus facilitating the development of more accurate detection algorithms. The data is collected using high-resolution cameras in controlled assembly environments, ensuring consistent image quality. Quality control measures include multi-round annotations and expert reviews to guarantee labeling accuracy. Data is stored in JPEG format, organized into folders categorized by assembly type.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
object_count	int	The number of circlips in the image.
defect_type	string	Possible defect types of the circlip, such as deformation or breakage.
material_type	string	The type of material used for the circlip, which may affect inspection and quality control.

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