Smart Washing Machine Image Classification Dataset

#image classification #object detection #smart home #device recognition #image processing
  • 5000 records
  • 1.2G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-02-04

AI Analysis & Value Prop

The current smart home industry is developing rapidly, and smart washing machines, as an important component, face the challenge of accurately identifying different models and functions. Existing recognition systems mostly rely on traditional methods and lack sufficient image data support, resulting in low recognition accuracy. Therefore, this dataset aims to provide a rich set of smart washing machine image samples to support the training of machine learning models in image classification tasks. Data collection is done through high-resolution cameras under standard lighting conditions to ensure image quality. To ensure data quality, multiple rounds of annotation and expert review procedures are adopted to ensure the accuracy of each image label. Data storage uses the JPEG format for ease of subsequent processing and analysis. This dataset has a clear structure, making it easy to retrieve and use quickly.

Dataset Insights

Sample Examples

8c557089**.jpg|1065*1280|118.81 KB

f1f9a500**.jpg|1084*1280|140.44 KB

fcc03677**.jpg|976*1280|124.33 KB

c1b2a9a8**.jpg|1007*1280|196.15 KB

f8a0e75e**.jpg|1080*1362|136.64 KB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
washing_machine_modelstringThe specific model name of the washing machine.
brandstringThe brand of the washing machine.
colorstringThe color of the washing machine.
loading_typestringThe loading type of the washing machine, such as front-load or top-load.
control_panel_typestringThe type of control panel of the washing machine, such as physical buttons or touch screen.
door_shapestringThe shape of the washing machine door, such as rectangular or circular.
display_presentbooleanDetermine if the washing machine is equipped with a display screen.
energy_labelstringThe energy efficiency label of the washing machine.
drum_patternstringThe pattern design of the inside of the washing machine drum.
handle_typestringThe type and design of the washing machine door handle.

Compliance Statement

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

Frequently Asked Questions

What is the Smart Washing Machine Image Classification Dataset?
The Smart Washing Machine Image Classification Dataset is an image classification dataset specifically for the smart device sector. It provides image data of smart washing machines to support related research and application development.
Which research fields is this dataset applicable to?
This dataset is mainly applicable to the smart device field, including image recognition technology, automation device research, and related studies in smart home applications.
How can the Smart Washing Machine Image Classification Dataset improve algorithm performance?
Researchers can use the Smart Washing Machine Image Classification Dataset to train and test image classification algorithms, improving model performance in recognizing and classifying smart washing machine images.
What is the data quality of the Smart Washing Machine Image Classification Dataset?
The dataset includes high-quality image samples that have been carefully selected and annotated to ensure their effectiveness in analysis and machine learning training.
How to integrate the Smart Washing Machine Image Classification Dataset in a project?
Integrating the dataset into a project can involve preprocessing the image data, configuring the model training process, and effectively applying it in smart device system development.

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Cite this Work

@dataset{Mobiusi2025,
  title={Smart Washing Machine Image Classification Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/5faf4b53ee7958710b12c8aa92a1f6c8?dataset_scene_id=6},
  urldate={2025-09-15},
  keywords={smart washing machine, image classification, dataset, deep learning, machine learning},
  version={1.0}
}

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