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AI-Assisted Fashion Case Study

Product-to-Model Generation

Product-to-Model Generation

Product-to-Model Generation

AI Fashion E-commerce Campaign

AI Fashion E-commerce Campaign

AI Fashion E-commerce Campaign

A complete fashion image workflow developed from one raw garment photograph into a refined catalogue asset, AI-generated model imagery, lifestyle visuals, e-commerce applications and social campaign content.

A complete fashion image workflow developed from one raw garment photograph into a refined catalogue asset, AI-generated model imagery, lifestyle visuals, e-commerce applications and social campaign content.

From One Product Image to a Complete Fashion Campaign

From One Product Image to a Complete Fashion Campaign

From One Product Image to a Complete Fashion Campaign

The project explores how a single garment reference can be developed into a broader e-commerce visual system. The workflow began with the original dress photograph, followed by catalogue preparation, AI model generation, lifestyle image development, product-detail review and adaptation into mobile and social-media campaign formats.

The project explores how a single garment reference can be developed into a broader e-commerce visual system. The workflow began with the original dress photograph, followed by catalogue preparation, AI model generation, lifestyle image development, product-detail review and adaptation into mobile and social-media campaign formats.

Catalogue Preparation

AI Model Generation

Garment Consistency

Campaign Adaptation

Product Preparation

Preparing the Product Reference

Preparing the Product Reference

Preparing the Product Reference

The original garment photograph was cleaned and prepared as a clear catalogue reference before beginning the AI model-generation process—preserving the original product design while improving presentation and visibility.

The original garment photograph was cleaned and prepared as a clear catalogue reference before beginning the AI model-generation process—preserving the original product design while improving presentation and visibility.

Original Raw Photograph

Catalogue-Ready Product Image

From Product Reference to AI-Generated Model

From Product Reference to AI-Generated Model

From Product Reference to AI-Generated Model

The refined product image was used as a visual reference for generating a fashion model wearing the dress, with careful review of its colour, ruched bodice, shoulder ties, fitted waist and tiered skirt.

The refined product image was used as a visual reference for generating a fashion model wearing the dress, with careful review of its colour, ruched bodice, shoulder ties, fitted waist and tiered skirt.

Product Reference

AI-Generated Model Visual

AI-Generated Fashion Models

AI-Generated Fashion Models

AI-Generated Fashion Models

The models, poses and environments in this project were developed through AI-assisted generation, exploring catalogue, editorial and lifestyle contexts for the same garment.

The models, poses and environments in this project were developed through AI-assisted generation, exploring catalogue, editorial and lifestyle contexts for the same garment.

Relaxed Editorial Pose

Luxury E-commerce Lifestyle

Minimal Seated Campaign

Maintaining the Garment Identity

Maintaining the Garment Identity

Maintaining the Garment Identity

AI fashion generation requires careful visual review because garment details can shift across poses and environments. Each output was evaluated for colour, silhouette, neckline, shoulder ties, bodice construction, waist placement, skirt layers, fabric appearance and natural body fit.

AI fashion generation requires careful visual review because garment details can shift across poses and environments. Each output was evaluated for colour, silhouette, neckline, shoulder ties, bodice construction, waist placement, skirt layers, fabric appearance and natural body fit.

Colour and Fabric

Neckline and Bodice

Shoulder-Tie Placement

Waist Proportion

Tiered Skirt Structure

Natural Body Fit

E-commerce Concept

Connecting Product and Model Imagery

Connecting Product and Model Imagery

Connecting Product and Model Imagery

These visual concepts demonstrate how a catalogue product image and an AI-generated model visual can work together to help customers understand the garment design and its worn appearance.

These visual concepts demonstrate how a catalogue product image and an AI-generated model visual can work together to help customers understand the garment design and its worn appearance.

Product Reference + Model Visualisation

Mobile Product-Page Concept

From E-commerce Asset to Social Campaign

From E-commerce Asset to Social Campaign

From E-commerce Asset to Social Campaign

The core garment and AI model visuals were adapted into a coordinated set of summer-themed social-media creatives, combining catalogue clarity, lifestyle imagery, promotional messaging and mobile-first presentation.

The core garment and AI model visuals were adapted into a coordinated set of summer-themed social-media creatives, combining catalogue clarity, lifestyle imagery, promotional messaging and mobile-first presentation.

Social Carousel · Campaign Post · Mobile Preview · Seasonal Storytelling

Summer Campaign Applications

Summer Campaign Applications

Summer Campaign Applications

Summer Outfit Campaign — a direct-response fashion creative combining an AI-generated model, seasonal messaging and a clear shopping call to action.

Summer Outfit Campaign — a direct-response fashion creative combining an AI-generated model, seasonal messaging and a clear shopping call to action.

Chasing Sunshine — an editorial resort-inspired campaign concept positioning the dress as a light and effortless summer look.

Chasing Sunshine — an editorial resort-inspired campaign concept positioning the dress as a light and effortless summer look.

My Contribution

My Contribution

My Contribution

Product Image Preparation — Cleaning and preparing the original garment photograph as a usable catalogue and AI reference image.

AI Model Generation — Developing artificial fashion models, poses and lifestyle environments around the garment reference.

Garment Consistency Review — Reviewing dress colour, silhouette, shoulder ties, bodice structure and tiered skirt details.

Fashion Image Refinement — Improving composition, fabric presentation, body fit, colour and final image quality.

E-commerce Visual Development — Creating product-to-model and mobile shopping presentation concepts.

Social Campaign Design — Adapting the model visuals into coordinated seasonal fashion creatives.

Creative Workflow

Creative Workflow

Creative Workflow

01 — Raw Garment Review
Understanding the original dress colour, construction, silhouette and key product details.

02 — Catalogue Preparation
Cleaning the background and preparing a clear product reference.

03 — AI Model Generation
Creating artificial models, poses and fashion compositions around the dress.

04 — Garment Review
Checking colour, bodice, shoulder ties, waist, skirt structure and fit.

05 — Creative Refinement
Improving lighting, composition, fabric appearance and overall presentation.

06 — Campaign Adaptation
Developing e-commerce, mobile and social-media applications.

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CONTACT

Let’s make something unforgettable.

Let’s make something unforgettable.

Let’s make something unforgettable.

Available for select creative partnerships, ambitious brand work, and visual leadership opportunities.

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