Sunglasses Occlusion Image Dataset
V1.0Latest Update: | 2025-10-16 | Samples: | 5000 records |
Samples: | 5000 records | ||
File Size: | 1.2G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | object detection | image recognition | facial analysis | ||
Applications: | image segmentation | occlusion detection | feature extraction | ||
Brief Introduction
Currently, the retail e-commerce industry faces challenges such as misidentification of products due to occlusions in images, which complicates visual recognition systems. Existing solutions often overlook occlusion scenarios, leading to inaccuracies in product detection. This dataset aims to address specific technical issues related to occlusions caused by hair, shadows, or hands obstructing views of sunglasses, fulfilling the need for improved visual recognition capabilities. The dataset includes images collected from various online retail platforms, ensuring a diverse representation of occlusion types. Quality control measures involve multiple rounds of annotation, consistency checks, and expert reviews, ensuring high accuracy. The data is stored in JPG format, organized in folders categorized by occlusion type.
Sample Examples
| Image | File Name | Resolution | Number Of Faces | Presence Of Sunglasses | Sunglasses Coverage | Lighting Conditions | Face Orientation | Skin Tone | Background Complexity | Image Clarity | Eye Visibility | Object Distance |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | 27431704b51ac3dfa21ba9054a66078d.jpg | 1632*1224 | 0 | Yes | None | Bright | None | None | Simple | Clear | Not Visible | Close |
 | 0db34c30f036f1121286a090f90b5b82.jpg | 1224*1632 | 0 | Yes | Not Applicable | Bright | Not Applicable | Not Applicable | Complex | Clear | Not Applicable | Close |
 | 11bcb13b02f8aca19b43921931852f97.jpg | 2344*1280 | 0 | Yes | Not Applicable | Bright | Not Applicable | Not Applicable | Simple | Clear | Not Applicable | Not Applicable |
 | 38fb778e6c59175fedd9c3a8f951a099.jpg | 1060*1885 | 1 | Yes | Partially Covered | Bright | Front | Light | Simple | Clear | Not Visible | Close |
 | ad6f766301f290e92bd172125f26eb09.jpg | 1224*1632 | 1 | Yes | Partially Covered | Bright | Front | Dark | Simple | Clear | Not Visible | Close |
 | f7a6eae82cb1329bac4b68a63f805de0.jpg | 1523*1313 | 0 | Present | Not Applicable | Bright | Not Applicable | Not Applicable | Complex | Clear | Not Applicable | Not Applicable |
 | c55d2449948b641cc43117383633a07f.jpg | 1224*1632 | 1 | Yes | Partially Covered | Bright | Side | Dark | Simple | Clear | Not Visible | Close |
 | 19c4246ddc8334dc0fee9619d539f0ff.jpg | 1224*1632 | 1 | Yes | Partially Covered | Bright | Side | Medium | Simple | Clear | Not Visible | Medium |
 | 5ba3af755837d79abdb37000bff22f98.jpg | 1224*1632 | 0 | Present | N/A | Bright | N/A | N/A | Complex | Clear | N/A | N/A |
 | 48166df9d9108681342370c4e76386f2.jpg | 1796*1279 | 0 | Present | N/A | Bright | N/A | N/A | Simple | Clear | N/A | N/A |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| face_count | int | The number of faces appearing in the image |
| sunglasses_presence | boolean | Whether there is a person wearing sunglasses in the image |
| sunglasses_coverage_level | string | The degree of coverage of the face by sunglasses, such as partial coverage, full coverage |
| lighting_conditions | string | The lighting conditions when the image was taken, such as bright, dark, backlit |
| face_orientation | string | The direction of the face in the image, such as front, side, back. |
| skin_tone | string | The skin tone of the person in the image, for example, light, medium, dark. |
| background_complexity | string | The complexity of the image background, such as simple or complex. |
| image_clarity | string | The degree of clarity of the image, such as clear or blurred. |
| eye_visibility | string | The visibility of the eyes in the image, such as fully visible, partially visible, or not visible. |
| object_distance | string | The distance between the face and the camera: near, medium, far. |
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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