Scan Icon CLOTHING IMAGE CLASSIFICATION

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Know Your Fit.

Identify clothing categories and determine whether an item is classified as Female or Male with analytical precision.

Morphology
Light blue button-down shirt long_sleeves.png
Clothing Icon
CLOTHING TYPE
Top Layer

SHIRT / BLOUSE

Casual Button-Down / Long Sleeve

GENDER CLASSIFICATION

FEMALE

Tailored details, contoured and waist silhouette

Check Icon Classified by Fit Check

Classification Categories

Trained on high-definition flat-lay clothing taxonomy and gender classification indicators.

White shirt 98.4%

Shirt

Unisex

Upper Body • Tops

Casual button-downs, t-shirts, oxford collars, and linear non-contoured draped cuts.

Cream blouse 98.8%

Blouse

Female

Upper Body • Tailored

Contoured waistlines, delicate pleats, darts, feminine necklines, and fluid silhouette shapes.

Dark trousers 97.9%

Pants

Unisex

Lower Body • Trousers

Straight-leg wool blends, denim, chinos, pleated slacks, and structured high or mid-rise waistbands.

Pleated skirt 99.1%

Skirt

Female

Lower Body • Flared / Pleated

A-line flared cuts, knife-pleated skirts, pencils, and flared silhouettes with defined narrow waist lines.

Neutral dress 98.6%

Dress

Female

Full Body • One-Piece

Sculpted bodices with integrated skirts, continuous structural drapery, midi, and maxi one-piece items.

Dark structured jacket 95.7%

Jacket

Unisex

Outerwear • Structured

Broad shoulders, tailored single-breasted coats, windbreakers, blazers, and structured outerwear layers.

How Fit Check Works

A seamless 4-step workflow engineered for instant visual clothing attribution and
taxonomic classification.

01

Register

Create your Fit Check account to get started.

02

Log In

Log in to access your personalized classification features.

03

Upload Clothing

Upload a clear flat-lay photo of your chosen clothing item.

04

Get Classification

View the identified clothing type and gender classification.

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models.

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