Home/Industry/Washing Machine Display Board Burn Detection Dataset

Washing Machine Display Board Burn Detection Dataset

V1.0

Latest Update:	2025-10-14	Samples:	20000 records
Samples:	20000 records
File Size:	3.5G	Format:	JPG/PNG/JSON
Format:	JPG/PNG/JSON
Data Domain:	Image	Holder:	MOBIUSI INC
Holder:	MOBIUSI INC
Industry Scope:	Failure Prevention \| Fire Prevention \| Quality Control
Applications:	Image Classification \| Anomaly Detection

Brief Introduction

The washing machine industry faces significant challenges related to product safety, particularly concerning electrical failures that can lead to fires. Existing solutions often rely on manual inspection, which is inconsistent and not scalable, leaving a gap in proactive failure detection. This dataset aims to address the need for automated detection of burn marks and short circuit traces on display boards, thereby improving safety and reliability in industrial applications. The dataset comprises images collected from various washing machine display boards, captured under controlled lighting conditions to ensure clarity. Quality control measures include multi-round annotations, consistency checks, and expert reviews to maintain high accuracy. The images are stored in JPG format, organized by unique identifiers, and accompanied by metadata for each entry.

Sample Examples

File Name	Resolution	Burn Mark Location	Burn Mark Shape	Burn Mark Size	Burn Mark Color Intensity	Charred Spot Texture	Circuit Damage Assessment	Related Components
1dac578bf5dcdf3fb56e85cc0c8b4a58.png	2797*1500	Near power switch	Irregular	About 0.5 cm diameter	Dark brown	Rough	May affect power switch function	Power switch
9de84c082d1a9fbfc3272a673e0ae06f.png	2253*1500	bottom center	irregular shape	approximately 5 cm	light brown	rough	slight surface damage, little impact on circuit functionality	display board
3af570fd13248de8e3c5bf487dba47a0.png	1957*1500	middle right	irregular shape	approximately 2 cm diameter	dark brown	rough	may affect display functionality	display screen
44654860b3855b778a66f8eb0bac99d5.png	2295*1500	upper middle	approximately circular	approximately 1 cm diameter	dark brown	rough	potential local malfunction	possibly related to button
f4178636e538bb9b5edaf9bd3fc3b8a6.png	2753*1500	middle slightly right	irregular shape	approximately 1 cm long	dark brown	rough	moderate potential damage to circuit functionality	display board

Data Structure

Field	Type	Description
file_name	string	File name
quality	string	Resolution
burn_mark_location	string	Describes the specific location of the burn mark on the display board, such as the top left or bottom right corner.
burn_mark_shape	string	Describes the shape of the burn mark, such as circular or strip-shaped.
burn_mark_size	string	Describes the size of the burn mark, usually indicated by diameter or area.
burn_mark_color_intensity	string	Describes the intensity of the burn mark's color, such as light brown or dark brown.
burn_mark_texture	string	Describes the texture characteristics of the charred spot, such as smooth or rough.
circuit_damage_assessment	string	Evaluates the potential damage to the circuit function caused by the charred spot.
related_components	string	Describes the circuit board components related to the charred spot, such as capacitors and resistors.

Compliance Statement

Item	Content
Authorization Type	CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs

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