Smart Washing Machine Image Classification Dataset
#image classification #object detection #smart home #device recognition #image processing
- Records
- 5000 records
- Size
- 1.2G
- Format
- JPG/PNG/JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-05
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.
Overview
Dataset Insights
Preview
Sample Examples
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Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| washing_machine_model | string | The specific model name of the washing machine. |
| brand | string | The brand of the washing machine. |
| color | string | The color of the washing machine. |
| loading_type | string | The loading type of the washing machine, such as front-load or top-load. |
| control_panel_type | string | The type of control panel of the washing machine, such as physical buttons or touch screen. |
| door_shape | string | The shape of the washing machine door, such as rectangular or circular. |
| display_present | boolean | Determine if the washing machine is equipped with a display screen. |
| energy_label | string | The energy efficiency label of the washing machine. |
| drum_pattern | string | The pattern design of the inside of the washing machine drum. |
| handle_type | string | The type and design of the washing machine door handle. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
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
FAQ
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}
}Using this in research? Please cite us.
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