Electric Toothbrush Appearance Classification Dataset
#classification #object detection #product classification #image recognition #e-commerce analysis
- 5000 records
- 1.2G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-04-03
AI Analysis & Value Prop
The retail e-commerce industry is currently facing challenges in accurately classifying and recommending dental hygiene products, particularly electric toothbrushes. Existing solutions often struggle with distinguishing between various types, such as rotary and sonic toothbrushes, leading to customer confusion and suboptimal purchasing decisions. This dataset aims to address these challenges by providing a robust set of labeled images that enhance product classification accuracy. The dataset includes images collected from various e-commerce platforms under controlled lighting conditions, ensuring consistent quality. Quality control measures involved multi-round annotations and expert reviews to achieve a high level of consistency. Data is stored in JPG format for images, organized by categories to facilitate easy access and retrieval.
Dataset Insights
Sample Examples
d49af978**.jpg|1224*1632|92.83 KB
793c013c**.jpg|1224*1632|220.58 KB
4d8bb869**.jpg|1224*1632|410.24 KB
bf76546c**.jpg|1224*1632|74.85 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| brush_color | string | The overall color of the electric toothbrush. |
| brush_material | string | The material of the electric toothbrush exterior, such as plastic, metal, etc. |
| brush_head_shape | string | The specific shape features of the electric toothbrush head. |
| handle_design | string | The design style of the electric toothbrush handle, such as straight handle, curved handle, etc. |
| button_position | string | The specific position of the button on the electric toothbrush. |
| led_indicator | boolean | Whether the electric toothbrush includes an LED indicator light |
| brand_logo_visibility | boolean | Whether the brand logo on the electric toothbrush is clearly visible |
| texture_details | string | The texture features of the electric toothbrush's surface, such as smoothness and engraved patterns |
| packaging_type | string | The packaging style of the electric toothbrush's appearance, such as boxed or bagged |
| accessory_inclusion | string | Whether the included accessories, such as brush heads and chargers, can be seen in the picture |
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 |
Frequently Asked Questions
- What is the Electric Toothbrush Appearance Classification Dataset?
- The Electric Toothbrush Appearance Classification Dataset is a dataset used for image classification of different electric toothbrush appearances. This dataset can assist the retail industry in product recommendation and visual search.
- What are the main uses of the Electric Toothbrush Appearance Classification Dataset?
- This dataset is primarily used to support product recommendation systems and improve visual search functions, helping retailers provide better product matching and search experiences for consumers.
- How to use the Electric Toothbrush Appearance Classification Dataset for product recommendations?
- By analyzing the appearance images of electric toothbrushes, this dataset can help the system identify different models or brands of toothbrushes and recommend similar products to users.
- What are the advantages of the Electric Toothbrush Appearance Classification Dataset in visual search?
- Utilizing image classification techniques from this dataset, visual search systems can quickly and accurately identify and match electric toothbrush images uploaded by users, enhancing user search experience.
- How does the Electric Toothbrush Appearance Classification Dataset assist the retail industry?
- This dataset helps the retail industry enhance product management and consumer service levels for electric toothbrushes through efficient classification and recommendation mechanisms.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Electric Toothbrush Appearance Classification Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/be84878b9967bf23e9b1d79080d2461f},
urldate={2025-08-28},
keywords={electric toothbrush dataset,image classification,retail e-commerce dataset,toothbrush appearance classification},
version={1.0}
}Using this in research? Please cite us.
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