AURAFIT

Your Body. Your Style. Your Aura.

Enter your measurements once. Get your body profile, personalized fit scores, and fashion picks you can compare virtually — all tailored to your unique shape.

8 Body Measurements

4 Fit Score Factors

100% Personalized

Bust: 91cm

Waist: 71cm

Hip: 97cm

ABOUT AURAFIT

Personalized Fashion
Reimagined

We built AuraFit to solve a real problem: online shoppers can't try clothes on. Our system takes your body measurements, classifies your skin tone and body shape, calculates fit scores for every garment, and lets you compare looks virtually. Built with Django and JavaScript at the University of Lahore, CS&IT Department.

Django REST API Backend

JavaScript Interactive Frontend

JWT Secure Auth

SQLite Database

01

User Management

Secure registration, authentication, and profile management with encrypted data storage.

02

Body Profile

Enter your measurements and get instant body shape classification and color palette suggestions.

03

Virtual Try-On

Compare garments visually with fit score analysis and size recommendations.

04

Recommendation Engine

Hybrid scoring using fit analysis, color harmony, style matching, and trend data.

05

Admin & Analytics

Catalog management, performance dashboards, and system configuration tools.

THE AURAFIT SYSTEM

How It Works

Body Profile

Enter your key body measurements (height, bust, waist, hips, and more). The system instantly classifies your body shape and determines your ideal size range.

Skin Tone & Shape Analysis

Select your skin undertone (cool / warm / neutral) and the system maps your bust-waist-hip ratios to body shape categories: hourglass, pear, rectangle, or inverted triangle — with personalized color palette suggestions.

Fit Score Algorithm

Each garment gets a composite score: measurement-to-size matching (40%), color harmony against your palette (25%), body shape compatibility (20%), and style preference weight (15%). Scores above 90% mean near-perfect fit.

Virtual Try-On

Select any garment from the catalog and see a detailed fit analysis with before/after comparison. Get size recommendations and zone-by-zone fit breakdown for bust, waist, hips, and height.

SIMPLE PROCESS

Three Steps to Your
Perfect Fit

01

Enter Your Measurements

Fill in your body measurements: height, bust, waist, hips, and optionally shoulders, inseam, arm length, and torso. Select your skin undertone.

02

Get Your Body Profile

Instantly see your body shape classification, recommended size range, and a personalized color palette based on your skin tone.

03

Try On & Compare

Browse the catalog, check fit scores, and use the virtual try-on viewer to see garments rendered on your body with the before/after slider.

Try the Demo

Create an account, enter your measurements, and see the full platform in action — from body profile to virtual try-on.

Experience Fashion
Like Never Before

Your digital fitting room awaits. Enter your measurements and unlock personalized style.

Virtual Try-On

Fit Scoring

Privacy Secure

First Name

Last Name

Email Address

Password

Confirm Password

I agree to the Privacy Policy and Terms of Service

Back to Sign In

Reset Password

Enter your email to receive a reset code

Email Address

Welcome back, Uneeb

Your personalized fashion hub

UA

Body Profile

Active

Body ShapeHourglass

Skin ToneWarm

Height175 cm

Bust91 cm

Waist71 cm

Hips97 cm

12 Try-On Sessions

8 Saved Looks

94% Avg Fit Score

Your Color Palette

Warm Undertone

Best Colors

Avoid

Recent Try-Ons

View All

92%

Navy Blazer

87%

Burgundy Dress

96%

Cream Blouse

89%

Denim Jacket

Recommended for You

See All

Tailored Wool Coat 97% match

Camel Wrap Dress 94% match

Midnight Silk Top 91% match

Body Profile

Enter your measurements to create your personalized profile

Your Measurements (cm)

Height *

Bust *

Waist *

Hips *

Shoulders

Inseam

Arm Length

Torso

Gender

Color Season

Known height (cm) — optional, auto-detected from photo if left blank

Optional: Upload a reference photo to improve accuracy

Click to upload a reference photo (optional)

3D Body Model

Enter your measurements to create your profile

Measurements

Height--

Bust--

Waist--

Hips--

Shoulders--

Inseam--

Arm Length--

Torso--

Profile Analysis

Gender --

Body Shape --

Skin Undertone --

Recommended Size --

Body Shape Analysis

Based on bust-waist-hip ratios: 6-shape analysis with confidence scoring

Hourglass Pear Rectangle Inverted Triangle Apple Athletic

Color Palette Suggestion

Based on your 12-season color analysis

Garment Catalog

Browse, filter, and try on available clothing

Virtual Try-On

See how garments look on your body

Your Photo

Upload your photo

Upload a full-body photo
to try on garments

Try-On Result

Select a garment to preview

Fit Analysis

90 %

Bust

Perfect

Waist

Good

Hips

Great

Length

Slight long

Recommended Size: M

Select Garment

Curated For You

Personalized recommendations based on your unique body profile

My Looks

Your saved virtual try-on collection

Admin Dashboard

Analytics & catalog management

1,247

Total Try-On Sessions

+12.5% this week

342

Active Users

+8.3% this week

89.2%

Avg Fit Score

+2.1% this week

23.4%

Return Rate Reduction

+5.7% this month

Try-On Sessions (Last 7 Days)

Mon

Tue

Wed

Thu

Fri

Sat

Sun

Popular Categories

Dresses 30%

Tops 21%

Outerwear 18%

Bottoms 31%

Top Performing Garments

Garment	Try-Ons	Avg Fit Score	Saves	Category
Tailored Wool Coat	187	94.2%	89	Outerwear
Silk Wrap Dress	156	91.8%	72	Dresses
Cashmere V-Neck	143	93.1%	68	Tops
High-Waist Trousers	134	89.5%	61	Bottoms
Linen Blazer	128	90.7%	55	Outerwear

Product	Category	Brand	Price	Sizes	Status
Tailored Wool Coat	Outerwear	Zara	$189	S, M, L, XL	Active
Silk Wrap Dress	Dresses	Mango	$129	XS, S, M, L	Active
Cashmere V-Neck	Tops	Uniqlo	$79	S, M, L	Active
Linen Summer Dress	Dresses	H&M	$59	XS, S, M, L, XL	Draft

Image Settings

Image Compression Ratio 85%

Max Upload Size

Max Processing Time seconds

System Versions

Backend Django 4.2

REST Framework DRF 3.15

Auth JWT (SimpleJWT)

Database SQLite

Server Status Online

Security

Session Timeout minutes

Data Retention Period days

Two-Factor Auth (Admin)

Regional Settings

Sizing Standard

Measurement Unit

Your Body. Your Style. Your Aura.

Personalized FashionReimagined

User Management

Body Profile

Virtual Try-On

Recommendation Engine

Admin & Analytics

How It Works

Body Profile

Skin Tone & Shape Analysis

Fit Score Algorithm

Virtual Try-On

Three Steps to YourPerfect Fit

Enter Your Measurements

Get Your Body Profile

Try On & Compare

Try the Demo

Experience FashionLike Never Before

Reset Password

Body Profile

Your Color Palette

Recent Try-Ons

Recommended for You

Your Measurements (cm)

Saving measurements...

3D Body Model

Measurements

Profile Analysis

Body Shape Analysis

Color Palette Suggestion

Fit Analysis

Select Garment

Try-On Sessions (Last 7 Days)

Popular Categories

Top Performing Garments

Image Settings

System Versions

Security

Regional Settings

Add New Product

Personalized Fashion
Reimagined

Three Steps to Your
Perfect Fit

Experience Fashion
Like Never Before