Datasetpublic

Mobiusi/Washing-Machine-Appearance-Recognition-Dataset

Washing Machine Appearance Recognition Dataset The washing machine industry faces challenges in accurately identifying different types of washing machines, such as drum, pulsator, and mini types, which complicates inventory management and enhances the risk of misclassification. Current solutions often rely on manual classification, which is time-consuming and error-prone. This dataset aims to provide a robust framework for training machine learning models that can automate the… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Washing-Machine-Appearance-Recognition-Dataset.

sourceHugging Facecc-by-nc-sa-4.0updated 7mo agoView on Hugging Face

0likes23downloads

Dataset Card

Washing Machine Appearance Recognition Dataset

The washing machine industry faces challenges in accurately identifying different types of washing machines, such as drum, pulsator, and mini types, which complicates inventory management and enhances the risk of misclassification. Current solutions often rely on manual classification, which is time-consuming and error-prone. This dataset aims to provide a robust framework for training machine learning models that can automate the classification of washing machine appearances, thereby improving efficiency and accuracy in e-commerce applications. The dataset consists of images collected from various online retail platforms, ensuring a diverse representation of washing machines. Quality control measures include multiple rounds of annotation, consistency checks among annotators, and expert reviews to ensure high-quality labels. The images are stored in JPG format and organized in a directory structure by class labels.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
brandlogopresence	boolean	Whether the image contains a brand identifier.
color_dominance	string	The main color category of the washing machine, such as white, silver, black, etc.
door_type	string	The type of door of the washing machine, such as front-opening, top-opening.
displaypanelpresence	boolean	Whether a display panel is visible in the image.
controlknobpresence	boolean	Whether the image includes a control knob
waterinletlocation	string	The position of the water inlet in the image, such as left side, right side, etc.
energyefficiencylabel	boolean	Whether the image includes an energy efficiency label
additionalfeaturestext	string	The additional functions or textual descriptions on the washing machine, such as quick wash, hot air

Compliance Statement

<table> <tr> <td>Authorization Type</td> <td>CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)</td> </tr> <tr> <td>Commercial Use</td> <td>Requires exclusive subscription or authorization contract (monthly or per-invocation charging)</td> </tr> <tr> <td>Privacy and Anonymization</td> <td>No PII, no real company names, simulated scenarios follow industry standards</td> </tr> <tr> <td>Compliance System</td> <td>Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs</td> </tr> </table>

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com