Home/Retail/Long Skirt Dynamic Fitting Image Dataset

Long Skirt Dynamic Fitting Image Dataset

V1.0
Latest Update:
2025-10-12
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
virtual fitting | e-commerce | clothing recommendation
Applications:
image generation | image recognition | deep learning

Brief Introduction

The current retail e-commerce industry faces the challenge of consumers finding it difficult to judge the effect of clothing when shopping online. Traditional static fitting images cannot meet consumers’ needs for dynamic effects. Existing virtual fitting solutions have limitations such as low image quality and single style, which fail to provide customers with a good shopping experience. This dataset aims to help solve the decision-making difficulties users face when selecting clothing by providing high-quality long skirt dynamic fitting images. The dataset includes a variety of skirt styles and different model poses, suitable for image generation and recognition-related deep learning training. Data collection was conducted using high-resolution cameras under different lighting conditions, with professional models performing dynamic fittings. For quality control, we implemented multiple rounds of annotation and consistency checks to ensure data accuracy and reliability. The data is stored in JPG format, organized by category and style, to facilitate subsequent use and expansion.

Sample Examples

ImageFile NameResolutionDress ColorDress StyleModel PoseLighting ConditionsBackground DetailsAccessoriesImage QualityTexture VisibilityFit Description
f6eb1e7cf9b6aea8e5850e57b9564c9a.png2160*4111pink with floral patternlayered sleeveless dressno modeleven and brightsolid color backgroundnonehighclearly visibleno model
a06feeb7cdfb3868468f417720202bb6.png1905*2790white and bluesleeveless floral pattern dressstanding, hands in pocketssunny, natural lightshrubs and buildingshat, sunglasses, and watchhigh definitionclearly visiblefitted, slightly loose
c19740926f7411f271657cc508c59c59.png1858*2790white and bluesleeveless dress, floral patternsitting, smilingnatural light, sunnybuildings, stones, small pond, treessunglasses, necklace, watch, straw hathighclearly visiblefitted
01de1b0c90d33c88003f0e5ccd2c84e7.jpg1224*1632pink with patternsleeveless floral long dressstanding, holding phone looking in mirrorbright indoor lightbathroom background with mirror and toiletrieswatchclear, low noisematerial texture clearly visiblefitted
85f9bd4d529b0664ffedf11d33b77721.jpg1123*1779pink floral printsleeveless floral long dressstanding facing forward, hands naturally downnatural lightindoor carpet and furnitureearrings and braceletsclearmaterial clearly visiblefitted
6e5bfa569c65934d6142e3490b705976.png2160*5040pink with patternssleeveless waist-tied long dressno modeleven soft lightwhite backgroundno accessorieshigh quality, no noisematerial clearly visibleno model, cannot describe fit
e49ed0fe5eca48375971d89c31d37ae8.png2159*2819white with pink patternspastoral style, floral printed puffy long dressone hand holding a rose, the other hand holding the skirt hemnatural light, ample sunlightoutdoor setting, background with trees and grassrosehigh quality, clear without noisematerial clearly visible, floral pattern stands outfitted, displays natural curves
052e75d71e1c86c067f3d7537998e80b.jpg1224*1632pink with patternssleeveless floral dressselfie, standingindoor lighting, softmirror, bednecklace, watchclear, slight noisematerial clearly visiblefitted
0af7a9080e7eac2c9e333e01ab27da3f.png2160*4607white and blueprinted sleeveless long dressno model displaybright and even lightingwhite backgroundno accessorieshigh quality image, no noticeable noiseclear print details visibleN/A
71f57ef833b9341f8b178ecc05cb69b4.png2160*4993pink printsleeveless floral long dressno modeleven bright lightingpure white backgroundno accessorieshigh definitionmaterial details clearly visibleno model, cannot describe

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
dress_colorstringThe color of the long dress in the photo.
dress_stylestringThe style and design of the long dress.
model_posestringThe pose or action displayed by the model in the image.
lighting_conditionsstringThe lighting conditions at the time the photograph was taken.
background_detailsstringThe visible elements or features in the background of the photo.
accessoriesstringAdditional adornments worn by the model while showcasing the long dress.
image_qualitystringThe clarity and noise level of the image.
texture_visibilitystringThe clarity of the fabric texture of the dress in the image.
fit_descriptionstringA description of how well the dress fits the model.

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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