Home/Industry/Sealing Gasket Detection Dataset

Sealing Gasket Detection Dataset

V1.0
Latest Update:
2025-10-14
Samples:
25000 records
File Size:
5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Assembly Inspection | Leak Prevention
Applications:
Object Detection | Image Classification

Brief Introduction

The sealing gasket industry faces significant challenges, such as high failure rates leading to leaks, which can cause operational inefficiencies and safety hazards. Current solutions often rely on manual inspections that are prone to human error and inconsistency, resulting in unreliable quality assessments. This dataset aims to address these technical challenges by providing a robust collection of images specifically for sealing gasket detection. The data is collected using high-resolution industrial cameras in controlled environments, ensuring clarity and detail. Quality control measures include multiple rounds of expert labeling and consistency checks to maintain high annotation accuracy. The dataset is organized with images stored in JPEG format, indexed by unique IDs for easy access. This dataset's core advantages include exceptional data quality with an annotation precision of over 95%, significantly reducing false positives in gasket detection. Innovative labeling techniques and data augmentation strategies have been employed to enhance model robustness, leading to a predicted performance improvement of up to 30% over existing methods. This dataset not only facilitates better training of detection algorithms but also helps in achieving higher operational efficiencies and safety standards in industrial applications.

Sample Examples

ImageFile NameResolutionSeal Gasket TypeDamage StatusColorOuter DiameterInner DiameterThicknessMaterialSurface TextureEdge ConditionPosition And Orientation
d29b7a0a1116086c1f8211f5e9e05e55.jpg2000*2664Not specifiedSlightly damagedBlackUnable to determineUnable to determineUnable to determineRubberSmoothEdge is incompletePlaced horizontally, lightly pressed by finger
313c6f6d6a528e6917521acfcfbba3ef.jpg1075*1317O-ringUndamagedBlackUnable to determineUnable to determineUnable to determineRubberSmoothIntactLocated in the middle left of the image, placed horizontally
6ffcb604055fe247d3ec25cc7e3fb714.jpg1080*1325Model not clearly recognizable in the imageNo obvious damageBlackSpecific size not provided in the imageSpecific size not provided in the imageSpecific size not provided in the imageRubberSmoothIntactLocated in the middle of the image, horizontally arranged
3d88d661a8e0472eda1cddb99e8df575.jpg1279*2276Unidentified categoryNo obvious damageBlackSpecific size not determinableSpecific size not determinableSpecific thickness not determinableRubberSmoothIntactLocated in the center of the image, horizontally placed

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
seal_ring_typestringCategory or model of the seal gasket.
damage_statusstringWhether the seal gasket is damaged.
colorstringThe color of the sealing washer.
outer_diameterfloatThe outer diameter of the sealing washer, measured in millimeters.
inner_diameterfloatThe inner diameter of the sealing washer, measured in millimeters.
thicknessfloatThe thickness of the sealing washer, measured in millimeters.
materialstringThe material of the sealing washer, such as rubber or metal.
surface_texturestringThe texture features of the sealing washer's surface.
edge_conditionstringThe condition of the sealing washer's edge.
position_orientationstringThe position and orientation description of the sealing washer in the image.

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs

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