MOBIUSI INC| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| product_brand | string | The brand name of the foundation. |
| product_color | string | The shade or color description of the foundation. |
| product_shape | string | The description of the bottle shape of the foundation. |
| label_text | string | Text information on the label of the bottle. |
| background_type | string | The type of background in the image, such as solid color or decorative background. |
| lighting_condition | string | The lighting condition during the photograph of the foundation image. |
| 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 |

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@dataset{Mobiusi2025,
title={Foundation Liquid Product Image Classification Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/c016a847453bff60351ad5e5aff267b5},
urldate={2025-09-15},
keywords={foundation liquid image dataset, e-commerce product classification, image recognition dataset, deep learning image classification},
version={1.0}
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