Home/Industry/Household Appliance Power Plug Defect Detection Dataset

Household Appliance Power Plug Defect Detection Dataset

V1.0
Latest Update:
2025-10-13
Samples:
2000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
defect detection | quality assurance | industrial inspection
Applications:
image classification | object detection

Brief Introduction

The current industrial sector faces significant challenges in ensuring the safety and reliability of household appliance power plugs, with common defects such as bending and deformation often going unnoticed, leading to potential hazards for users. Existing solutions lack comprehensive datasets that address these specific defects, resulting in gaps in quality control processes. This dataset aims to fill that gap by providing a robust collection of images that showcase various defects, facilitating enhanced training for defect detection models. Data was collected using high-resolution cameras in controlled lighting conditions to ensure clarity and consistency. Quality control measures included multiple rounds of annotation, consistency checks, and expert reviews to maintain high standards. The images are stored in JPG format, organized by category and defect type for efficient access.

Sample Examples

ImageFile NameResolutionDefect TypeDefect LocationDefect SeverityPower Cord ColorPlug TypeMaterial Type
89df4ae5fed9ecb167bc22a684bcd3f2.png1173*1500twistplug pinsnoneno connection power cabletwo-pinplastic
c07e4238e2db627e1182d2d5cfd70c2f.png1230*1500twistplug pinsnoneno power cabletwo-pinplastic
c84f634071edfc5a689e0d542b4ca970.png1129*1500twistplug pinsmoderatenot visiblethree-pinplastic and metal
b9bd4f4714a0b8206bbdd4b41d8e72f1.png1076*1500TwistedPlug PinsNoneBlackTwo-pinPlastic
14c990ee4f05d83273d085d73a32d942.png909*1500TwistedMetal Pins of PlugModerateWhiteTwo-pinPlastic

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
defect_typestringTypes of plug defects that may occur, such as cracks, twists, etc.
defect_locationstringDescription of the defect location on the plug
defect_severitystringQualitative description of defect severity, such as minor, moderate, severe
cable_colorstringInformation about the color of the power cord connected to the plug.
plug_typestringThe type of plug, such as two-pin or three-pin.
material_typestringThe material of the plug and power cord, such as plastic or rubber.

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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