Home/Industry/Coupling Target Detection Dataset

Coupling Target Detection Dataset

V1.0
Latest Update:
2025-10-15
Samples:
15000 records
File Size:
3.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Industrial Inspection | Quality Control | Predictive Maintenance
Applications:
Object Detection | Image Classification

Brief Introduction

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.

Sample Examples

ImageFile NameResolutionCoupling TypeCoupler MaterialNumber Of Couplers
1334564a11e085fd8542c77041ae7110.jpg1280*909Elastic Pin CouplingSteelMultiple
de3b9a008428ec8d805f63867fc07b5b.jpg1280*1227Gear CouplingSteel3
5fcaa7477de9660250edc9a64f4b3193.jpg1279*1612Elastic Pin CouplingSteel4
1406f1fda10868d2345c83a225a9fbf5.jpg1280*960Gear CouplingSteelMultiple
89f78f103b59c98d9d7a1c573ddb5400.jpg1280*1198Universal joint couplingSteel1

Data Structure

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

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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