Datasets:
file_name stringclasses 5 values | quality stringclasses 5 values | tshirt_color stringclasses 2 values | tshirt_pattern stringclasses 3 values | tshirt_style stringclasses 4 values | tshirt_brand_logo stringclasses 3 values | tshirt_size stringclasses 4 values | visibility_level stringclasses 3 values | accessories_present stringclasses 4 values |
|---|---|---|---|---|---|---|---|---|
05714482e9a4081a2d97c100bbdc98cd.png | 1500*2005 | beige | printed (sunflower pattern) | crew neck, short sleeve | none | unable to determine | fully visible | yes (bracelet) |
309452b2f7185fc45daa482a38143368.png | 1500*1431 | beige | printed | crew neck short sleeve | no obvious brand logo | unknown | fully visible | none |
48805ba98c42f4ddcceee22684fcaa6e.png | 1500*2305 | Beige | Print | Crew neck short-sleeve | No obvious brand logo | Unknown | Fully visible | Wearing a coat |
b380d2187b026f6308587e2b77db917e.png | 1500*2282 | beige | printed (sunflower pattern) | crew neck short sleeve | no obvious brand logo | not provided | fully visible | none |
f81120c426b6fae8383c42524c78aa1c.png | 1500*2042 | beige | printed | short sleeve | no obvious brand logo | unknown | partially obstructed | no |
Fashion T-Shirt Occlusion Image Dataset
The retail e-commerce industry faces significant challenges in accurately recognizing and recommending fashion items due to occlusion issues in images. Current solutions often fall short in handling overlapping clothing items or partial visibility, leading to poor customer experience and lost sales opportunities. This dataset aims to address these challenges by providing a comprehensive collection of images depicting T-shirts with various occlusion scenarios, which can be used to enhance recognition algorithms. The dataset is constructed from diverse sources, including online fashion retailers and social media platforms, ensuring a rich variety of styles and occlusion types. Quality control measures involve multiple rounds of annotation, consistency checks, and expert reviews to ensure high accuracy. The data is stored in JPG format, organized by categories of occlusion and fashion style.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| tshirt_color | string | The primary color of the T-shirt in the image. |
| tshirt_pattern | string | The type of pattern on the T-shirt, such as stripes, prints, solid colors, etc. |
| tshirt_style | string | The style of the T-shirt, such as V-neck, round neck, long sleeve, short sleeve, etc. |
| tshirt_brand_logo | string | Indicates whether there is a brand logo, and specifies the brand name if present. |
| tshirt_size | string | The size of the T-shirt, such as S, M, L, etc. |
| visibility_level | string | Describes the level of occlusion of the T-shirt in the image, such as partially occluded, fully visible, etc. |
| accessories_present | boolean | Indicates whether there are accessories related to the T-shirt in the image, such as hats, necklaces, etc. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| 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 |
Source & Contact
If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com
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