Home/Retail/Humidifier Type Classification Dataset

Humidifier Type Classification Dataset

V1.0
Latest Update:
2026-01-14
Samples:
15000 records
File Size:
3.0G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
product classification | image recognition | e-commerce optimization
Applications:
image classification | object detection

Brief Introduction

The retail e-commerce industry is facing challenges in effectively categorizing and recommending products based on consumer preferences. Existing solutions often rely on manual tagging, which is time-consuming and prone to errors. This dataset aims to address the need for automated classification of humidifiers into specific types, aiding in better inventory management and customer experience. The dataset comprises images of various humidifiers collected from online stores, ensuring a diverse representation of products. Quality control measures include multiple rounds of annotation, where expert reviewers ensure consistency and accuracy in labeling. The data is stored in JPG format, organized by categories corresponding to humidifier types.

Sample Examples

ImageFile NameResolutionHumidifier TypeMaterialPower TypeControl Method
5a2340517680189ab5b34a55f974a2ec.jpg1632*1224UltrasonicPlasticPlugged inTouch screen
49c296d928c4a87fe351d1f3b0171b96.jpg1224*1632EvaporativePlasticPlugged inButton
1f9f7d0d8b86eefb291e1380a07c3164.jpg1249*1601UltrasonicPlasticPlugged inButton
4be465bc69c4a1a427db896ab6028c17.jpg1224*1632ultrasonicplasticplug-intouchscreen
2ae0c64b4abb6a72d5420e3eb3dc171b.jpg1113*1796ultrasonicplasticplug-intouchscreen

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
humidifier_typestringThe specific type of humidifier, such as ultrasonic or evaporative.
materialstringThe main material of the humidifier, such as plastic, metal, etc.
power_sourcestringThe power type of the humidifier, such as plug-in, USB charging, etc.
controlsstringThe control method of the humidifier, such as buttons, touch screen, 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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