Home/Retail/Cowboy Jacket Occlusion Image Dataset

Cowboy Jacket Occlusion Image Dataset

V1.0
Latest Update:
2025-10-14
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Image Recognition | Fashion Analysis | E-commerce Recommendation
Applications:
Object Detection | Image Segmentation

Brief Introduction

The retail e-commerce industry faces significant challenges in accurately identifying clothing items due to occlusions that hinder visibility, such as when a jacket or scarf obscures the front pattern or sleeves. Existing datasets often lack sufficient diverse examples of occluded garments, leading to limitations in training robust computer vision models for fashion applications. This dataset aims to address the need for high-quality images showcasing occluded cowboy jackets, which are increasingly popular in the retail sector. The data is collected using high-resolution cameras in controlled environments, ensuring consistent lighting and background. Quality control measures include multi-round annotations and expert reviews to maintain high annotation accuracy. The dataset is organized in JPEG format, with images stored in a structured directory for easy access.

Sample Examples

ImageFile NameResolutionTarget CountTarget LocationType Of OcclusionDegree Of OcclusionJacket ConditionColor VariationTexture VisibilityBackground Clutter
814dcf1ea6f6381012d90ba880a91556.jpg480*6401center of the image, main positionpartially obstructedapproximately 10%neworiginal colorclearly visiblelow
67fae7012f86be78aa0b9caa04b2f07a.jpg914*14821centeredno obstruction0%neworiginal colorclearly visiblesimple
a2bd4beff54fc86306333ee0bb1a4577.jpg1632*12241center positionunobstructed0%neworiginal colorclearly visiblelow
470298d6901af94c199ee1d98ab81b61.jpg1338*14931center of the imageunobstructed0%neworiginal colorclearly visiblesimple, solid color background

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
object_countintegerThe number of denim jackets in the image.
object_locationvarcharThe specific coordinates of the denim jacket in the image.
obstruction_typestringThe type of occlusion of the denim jacket, such as partially occluded, fully occluded, etc.
obstruction_levelintegerThe degree of occlusion of the denim jacket, expressed as a percentage.
object_conditionstringThe physical condition of the denim jacket, such as new, old, damaged, etc.
color_variationstringInformation on the color variation of the denim jacket, such as original color, faded, etc.
texture_visibilitystringVisibility of the texture of the denim jacket material.
background_clutterstringThe complexity of the image background, affecting jacket recognition.

Compliance Statement

ItemContent
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

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