Electric Heater Shape Classification Dataset

#Image Classification #Object Detection #Product Classification #Image Recognition #E-commerce
  • 5000 records
  • 1.2G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-03-18

AI Analysis & Value Prop

The electric heater market faces challenges such as increasing competition and the need for efficient product categorization. Existing classification systems often overlook specific heater types, resulting in mislabeling and inefficiencies in inventory management. This dataset aims to address the need for improved classification accuracy and faster identification of product types in retail environments. The dataset comprises images collected from various e-commerce platforms, ensuring a diverse representation of electric heater styles. Quality control measures include multi-round annotations and expert reviews to ensure labeling consistency. Data is stored in JPG format organized by categories. Each image is labeled with the specific type of heater, making it easy to access and use for training machine learning models.

Dataset Insights

Sample Examples

d4083f5c**.jpg|1128*1771|92.96 KB

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Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
device_typestringIdentifies whether the heater is oil-filled, convective, or another type.
brand_logo_presencebooleanWhether a brand label is present in the image.
controller_typestringIdentifies the type of control for the heater, such as knob, button, or touch.
wheel_presencebooleanIdentifies whether the heater's base has wheels.
material_typestringIdentifying the main material of the heater's surface, such as metal or plastic
surface_texturestringDescribing the texture or pattern features of the heater's surface
power_indicator_lightbooleanIdentifying whether the heater has a power indicator light

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 are the application scenarios for the electric heater shape classification dataset?
The electric heater shape classification dataset can be applied in e-commerce platforms to enable smart recommendations and product categorization, improving the user purchasing experience.
How does this dataset support e-commerce smart recommendations?
Using the electric heater shape classification dataset, e-commerce can recommend related products based on the shape features preferred by customers, increasing purchase rate.
What is the importance of image classification in the retail industry?
Image classification helps the retail industry automatically identify and organize large volumes of product images, improving the efficiency of inventory management and product retrieval.
How to improve the accuracy of automatic classification of electric heater shapes?
The accuracy of automatic classification for electric heater shapes can be improved by increasing the diversity of training data and using more advanced deep learning models.
What is the main aim of the electric heater shape classification dataset?
The main aim of the electric heater shape classification dataset is to accurately classify electric heaters of various shapes, thereby supporting automated product categorization and presentation in e-commerce.

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Cite this Work

@dataset{Mobiusi2025,
  title={Electric Heater Shape Classification Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/b280faa4e03416831d8c7b160a5ee25a?dataset_scene_id=9},
  urldate={2025-08-28},
  keywords={Electric Heater Dataset,Image Classification,E-commerce Product Images,Heater Shape Recognition},
  version={1.0}
}

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