Home/Industry/Induction Cooker Ceramic Panel Crack Identification Dataset

Induction Cooker Ceramic Panel Crack Identification Dataset

V1.0

Latest Update:	2025-10-16	Samples:	5000 records
Samples:	5000 records
File Size:	1.5G	Format:	JPG/PNG/JSON
Format:	JPG/PNG/JSON
Data Domain:	Image	Holder:	MOBIUSI INC
Holder:	MOBIUSI INC
Industry Scope:	industrial detection \| quality control \| safety monitoring
Applications:	image classification \| defect detection

Brief Introduction

In the current industrial field, the crack problem of induction cooker ceramic panels poses a threat to product safety, leading to potential explosion risks. Existing detection methods mostly rely on manual inspection, which is inefficient and prone to errors. This dataset aims to provide high-quality crack image data to train machine learning models, automating the detection process and improving detection efficiency and accuracy. The dataset contains 5000 crack images taken with high-resolution cameras in actual production environments, ensuring the data is authentic and reliable. Quality control measures include multiple rounds of annotation, consistency checks, and expert reviews to ensure the accuracy of the annotations. Data is stored in JPG format for easy loading and processing.

Sample Examples

File Name	Resolution	Crack Presence	Crack Location	Crack Length	Crack Width	Crack Depth	Crack Type	Image Quality	Lighting Conditions	Panel Color	Background Clarity
8babceee8b78589b8fcc56abe39c4dc2.jpg	1080*1440	Present	Left Side	100 mm	2 mm	Unknown	Surface Crack	Clear	Natural Light	Black	Clear
c0bd35749118e3b805691338339d79b7.jpg	1080*1892	Present	Center Right	Indeterminate, extending in multiple directions	Thin	Unknown	Through Crack	Clear	Natural Light	Black	Blurred
53eaa464d0ed875b09d47d0786ecd4dd.jpg	1080*1408	Present	Multiple locations, Center and Edge	Varying lengths of multiple cracks	Varying widths of multiple cracks	Unknown	Through Crack	Clear	Natural Light	Black	Clear
4f8e30989a50a611d6e19101a8e3bc1d.jpg	1080*1411	Present	Bottom Right	100 mm	1 mm	Uncertain	Through Crack	Clear	Artificial Light	Black	Clear
29e38c4c563d11cabb6879a292ba1c80.jpg	1080*1386	Present	Upper right corner	Approximately 300 millimeters	Approximately 1 millimeter	Unknown	Surface crack	Clear	Natural light	Black	Clear

Data Structure

Field	Type	Description
file_name	string	File name
quality	string	Resolution
crack_presence	boolean	Determines the presence of cracks on the ceramic panel as a boolean value.
crack_location	string	The specific location of cracks on the ceramic panel, such as the upper left corner, lower right corner, etc.
crack_length	float	The length of the crack, measured in millimeters.
crack_width	float	The width of the crack, measured in millimeters.
crack_depth	float	The depth of the crack, measured in millimeters.
crack_type	string	The type of crack, such as surface crack, through crack, etc.
image_quality	string	The quality rating of the image, such as clear, blurred, etc.
lighting_conditions	string	Description of lighting conditions when the image was taken, such as natural light, artificial light, etc.
panel_color	string	The color of the ceramic panel of the induction cooker.
background_clarity	string	Description of the clarity of the background, such as clear, blurred, etc.

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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