Sealing Gasket Detection Dataset

#Object Detection #Image Classification #Assembly Inspection #Leak Prevention
  • 25000 records
  • 5G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-03-14

AI Analysis & Value Prop

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.

Dataset Insights

Sample Examples

d29b7a0a**.jpg|2000*2664|1.23 MB

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6ffcb604**.jpg|1080*1325|817.30 KB

3d88d661**.jpg|1279*2276|611.03 KB

Technical Specifications

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

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

Frequently Asked Questions

What is the Seal Gasket Detection Dataset?
The Seal Gasket Detection Dataset is an image dataset focused on the automatic detection of seal gaskets, primarily used for quality control and leak prevention in the industrial sector.
What is the main application of the Seal Gasket Detection Dataset?
The main application of this dataset is for quality control and leak prevention in the industrial sector, achieved through automated detection using object detection techniques.
Why is seal gasket detection important for the industry?
Seal gasket detection is crucial for the industry as it helps ensure product quality and prevents leaks that could lead to accidents or product failures.
What specific features are included in the image modality of the dataset?
The images in the dataset mainly depict various types of seal gaskets in different backgrounds, used for training algorithms to recognize and locate seal gaskets.

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Cite this Work

@dataset{Mobiusi2025,
  title={Sealing Gasket Detection Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/323df0bcf45fe0c95905b9e691f86f35},
  urldate={2025-08-28},
  keywords={sealing gasket detection,industrial image dataset,quality control,leak prevention,object detection dataset},
  version={1.0}
}

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