Home/Industry/Rice Cooker Button Light Anomaly Recognition Dataset

Rice Cooker Button Light Anomaly Recognition Dataset

V1.0
Latest Update:
2025-10-14
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Industrial inspection | smart home | product quality control
Applications:
Image classification | anomaly detection | deep learning

Brief Introduction

The current popularization of smart home appliances in the industrial field has made products like rice cookers gradually become an important part of the family. However, existing rice cookers often have malfunctions in the light indication function, leading users to inaccurately determine the working status of the rice cooker, which affects user experience. Existing solutions such as manual detection or simple troubleshooting are time-consuming and not accurate enough, failing to effectively enhance the intelligence level of products. This dataset aims to assist in the development of more intelligent fault recognition systems by providing diverse images of rice cooker button light states. The dataset contains a large number of images of rice cooker light states, collected using high-resolution cameras under standard lighting conditions to ensure image clarity and accuracy. We use multiple rounds of annotation and expert review to ensure the quality of the data annotations, ensuring that the labels of each image are strictly reviewed. Data is stored in JPEG format and organized into different folders to classify normal and abnormal states, facilitating subsequent processing and training use.

Sample Examples

ImageFile NameResolutionButton LabelLight StatusLight ColorAbnormal TypeDetection Object CountBrightness LevelContrast LevelImage QualityImage AngleBackground Clarity
2e51d9e9308001809129aaf04e7a9d83.jpg1080*1414CookNormalRedAlways On3MediumMediumClear45 degreesClear
0662e9c7c3cf7daf528b49574e4e009b.jpg1080*1440TIMEROffNoneN/A1MediumMediumClearAbout 45 degreesBlurred
eab5f4360564da6100b791b9d3574bfb.jpg1080*1400CancelNormalRedSteady OnMultipleMediumModerateClear0Blurry
d222dd2cc43061135701ae145e90be67.jpg1080*1403Preset Time, Reheat, Keep Warm/Cancel, Porridge/Congee, Function Selection, Power Outage Memory/On-Off TimerNormalBlueSteady On6MediumMediumBlurryFrontBlurry

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
button_labelstringThe name or label of the rice cooker button.
light_statusstringThe abnormal status of the button light, such as normal, abnormal, not lit, etc.
light_colorstringThe color of the button light, such as red, green, yellow, etc.
anomaly_typestringSpecific types of light anomalies, such as steady on, blinking, not lit, etc.
detected_objects_countintThe number of detected buttons or lights in the image.
brightness_levelfloatThe brightness level of the button light.
contrast_levelfloatThe contrast level of the image for detection and recognition.
image_qualitystringThe evaluation of image quality, such as clear, blurred, low noise, etc.
image_anglefloatThe angle of the captured image, expressed in degrees.
background_claritystringThe clarity of the image background, such as clear, blurred, etc.

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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