Hoodie Occlusion Image Dataset
V1.0Latest Update: | 2025-10-15 | Samples: | 5000 records |
Samples: | 5000 records | ||
File Size: | 1.5G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | image recognition | object detection | e-commerce analysis | ||
Applications: | image classification | semantic segmentation | ||
Brief Introduction
The retail e-commerce industry faces significant challenges with product visibility and brand recognition due to occlusions caused by accessories, hair, or other objects. Current solutions often struggle with accurately identifying products when logos are obscured. This dataset aims to address these technical issues by providing a comprehensive collection of images with varied occlusions, which can help improve recognition algorithms. Data was collected using digital cameras in controlled environments, ensuring high-quality images. Each image underwent a rigorous multi-round annotation process, including consistency checks and expert reviews to maintain high standards. Images are stored in JPEG format, organized by categories based on the type of occlusion.
Sample Examples
| Image | File Name | Resolution | Number of Targets | Degree of Occlusion | Target Position | Background Type | Lighting Conditions | Color Variation | Texture Quality | Wrinkle Presence | Brand Identifiability | Size Reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | d6dadc04ad452e35e4012606035f4414.jpg | 1060*1885 | 1 | partially occluded | approximately in the center of the image | indoor | low light | single color, large star pattern in the middle | slightly blurred texture | no obvious wrinkles | no obvious brand logo | no reference object or scale |
 | 113375c965cb0a9abb762bd23a9428a7.jpg | 1358*1410 | 1 | unobstructed | center | plain color background | natural light | single color | high quality | no wrinkles | no branding | no reference object |
 | 014a5161797841e6b735f3ba0af6c16e.jpg | 1224*1632 | 1 | partially occluded | right side | indoor | natural light | single color | high quality | no wrinkles | clearly visible | no reference object |
 | 28786706283c961f8757f6a047ba20eb.jpg | 1285*1555 | 1 | No obvious occlusion | Center | Indoor background | Even lighting | Single color | Clear | No wrinkles | Partially visible | No obvious reference |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| object_count | int | The number of target objects in the image, such as hoodies. |
| occlusion_level | string | The degree to which the hoodie is occluded in the image, such as partially occluded, severely occluded, etc. |
| object_position | string | Description of the position of the hoodie in the image, such as top-left corner, center, etc. |
| background_type | string | The type of background in the image, such as plain color background, indoor, outdoor, etc. |
| lighting_condition | string | The lighting conditions in the image, such as natural light, strong light, shadow, etc. |
| color_variation | string | The color situation of the hoodie, such as single color, mixed colors, etc. |
| texture_quality | string | The clarity and texture of the sweatshirt material, such as high quality, blurry, etc. |
| wrinkle_presence | boolean | Whether there are wrinkles on the surface of the sweatshirt. |
| brand_visibility | string | The visibility of the brand logo in the image, such as clearly visible, blurry, etc. |
| size_reference | string | Whether there are objects in the image used to reference the sweatshirt size, such as a reference object or a scale. |
Compliance Statement
| Item | Content |
|---|---|
| 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 |
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