Home/Industry/Rice Cooker LCD Screen Damage Detection Dataset

Rice Cooker LCD Screen Damage Detection Dataset

V1.0
Latest Update:
2025-10-15
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Screen Inspection | Quality Control
Applications:
Image Classification | Defect Detection

Brief Introduction

The current industrial landscape faces challenges with quality assurance, particularly in the inspection of electronic displays. Traditional methods often fall short in accurately detecting minute defects such as cracks and abnormal displays. This dataset aims to address these technical issues by providing a comprehensive resource for training models that can identify such defects with high precision. The dataset is structured with images collected from various rice cooker LCD screens, ensuring a diverse representation of potential defects. Data collection was performed using high-resolution cameras in controlled environments to maintain consistency. Quality control measures included multiple rounds of annotations and expert reviews to ensure data reliability. The images are stored in JPG format and organized in a structured directory for easy access.

Sample Examples

ImageFile NameResolutionCrack CountCrack LengthDisplay AnomalyDamage SeverityEdge DamageScratch Presence
1d2060a3b33a2f541fd11c06348a5b74.png1280*132700YesModerateNoNo
3cc1f7ebe886c320b9ae2076ae9ec4b1.png1280*1316MultipleOver 50mmYesSevereYesYes
80bcf2bbcf7c88f2871677fd13267fbf.png1280*151700YesModerateNoYes
4e80ead01df820d611861fbe7acf72b0.png1280*1496150mmYesModerateYesNo
db1c3f0e33e8c456bbc0128674750165.png1280*1588MultipleLongest about 20mmYesSevereYesYes

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
crack_countintNumber of cracks on the rice cooker LCD screen.
crack_lengthfloatLength of the longest crack, measured in millimeters.
display_abnormalitybooleanWhether there is any display anomaly on the LCD screen.
damage_severityvarcharAssessment of the screen's damage level, such as minor, moderate, or severe.
edge_damagebooleanWhether there is noticeable damage in the screen edge area.
scratch_presencebooleanWhether there are scratches on the screen surface.

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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