Coupling Target Detection Dataset

#Object Detection #Image Classification #Industrial Inspection #Quality Control #Predictive Maintenance
  • 15000 records
  • 3.2G
  • JPG/PNG/JSON
  • CATL
  • MOBIUSI INCMOBIUSI INC
Updated:2026-04-16

AI Analysis & Value Prop

The current industrial sector faces significant challenges in ensuring the quality and reliability of coupling components within power systems. Traditional inspection methods are often time-consuming and prone to human error, leading to inconsistent quality control. Existing solutions lack sufficient datasets for training effective detection models, resulting in limited automation capabilities. This dataset aims to provide a robust resource for developing advanced detection algorithms that improve inspection accuracy and efficiency. The dataset consists of images collected from various industrial environments using high-resolution cameras, ensuring a diverse representation of coupling components. Quality control measures include multiple rounds of annotation and expert review to maintain high accuracy and consistency. The images are stored in JPEG format, with annotations provided in JSON, allowing easy integration with machine learning workflows.

Dataset Insights

Sample Examples

1334564a**.jpg|1280*909|89.98 KB

de3b9a00**.jpg|1280*1227|159.33 KB

5fcaa747**.jpg|1279*1612|153.21 KB

1406f1fd**.jpg|1280*960|230.95 KB

89f78f10**.jpg|1280*1198|76.90 KB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
coupler_typestringTypes of couplings, such as elastomeric pin coupling, gear coupling, etc.
coupler_materialstringThe material of the coupler, such as steel, aluminum, plastic, etc.
object_countintThe number of couplers in the image

Compliance Statement

Authorization TypeProprietary - Commercial AI Training License (No Redistribution)
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 Coupling Object Detection Dataset?
The Coupling Object Detection Dataset is an image dataset focused on recognizing and detecting couplings in industrial equipment, aimed at supporting industrial inspection tasks.
How does this dataset support industrial inspection?
This dataset supports industrial inspection by providing precisely annotated images of couplings, which helps machine learning models to learn and recognize couplings in industrial settings, thus improving detection efficiency and accuracy.
What types of images are included in this dataset?
The dataset includes images of couplings from various industrial environments, featuring different angles, lighting conditions, and multiple types of couplings.
What are the potential application domains for using this dataset?
This dataset can be applied in industrial automation, quality control inspection, predictive maintenance of equipment, and development of object detection modules in smart manufacturing systems.
Who is the target audience for this dataset?
The main target audience for the Coupling Object Detection Dataset includes researchers and engineers involved in the development of industrial inspection systems, machine learning model training, and automation equipment research.

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Cite this Work

@dataset{Mobiusi2025,
  title={Coupling Target Detection Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/88c4026866bdb49ccfbef3187cb9b15d?dataset_scene_id=2},
  urldate={2025-08-28},
  keywords={Coupling Detection Dataset,Industrial Image Dataset,Object Detection in Industry,Power System Inspection Dataset},
  version={1.0}
}

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