Generative AI Creative · Bremen

Cédric
Tosoni

Twenty years behind the camera, now directing generative imagery. Real products, new worlds, nothing lost in between.

Each row, one project
Packshot → AI scene → detail

01

Watches & Jewellery

3 projects
01

Orange Hour

A white-background watch packshot turned into a sunlit liquid set. Dial, strap grain and logo kept intact.

ComfyUI · Nano Banana · Image-to-video

02

Black Mechanics

Swiss watches shot in studio, rebuilt in darker worlds. Every gear, screw and engraving preserved.

ComfyUI · LoRA · Flux

03

Pink Solitaire

A ring on white becomes an editorial still life. Stone facets and metal reflections under control.

ComfyUI · Nano Banana Pro

02

Beauty

2 projects
04

Liquid Gold

Glitter serum in glass: suspended flakes, refraction and label stay true from packshot to campaign.

ComfyUI · Nano Banana

05

Deep Blue

One bottle, two worlds: a sculpted studio set and hard poolside light.

ComfyUI · Flux · Image-to-video

03

Fashion · Ghost to model

3 projects
Worn by La MuseAI scene · coming soon
06

Python

From ghost mannequin to a model on location. The print has to match, scale for scale.

ComfyUI · Identity LoRA

07

Biker

Leather, zips and buckles: the hardest garment details, worn in an urban night scene.

ComfyUI · Identity LoRA

Night street, wornAI scene · coming soon
08

Colour Drop

Three archive pieces, three saturated worlds, one art direction.

ComfyUI · Nano Banana

04

Sportswear

Coming soon
09

In Motion

Sportswear shot in studio, then worn by AI models: dawn run, court, brutalist gym. Plus a running loop.

ComfyUI · Image-to-video

Running shoePackshot · coming soon
Dawn run, wornAI scene · coming soon
Running loopVideo · coming soon

Process

  1. 01 · Source

    The real product

    Packshot, ghost mannequin or on-model shot on white. Every angle and detail documented, because the AI can only respect what it can see.

  2. 02 · Pipeline

    Built for the brief

    ComfyUI workflows combining local and cloud models, LoRA and structured prompts, designed around the brand's visual rules and the volume to deliver.

  3. 03 · Control

    A photographer's eye

    Light, perspective, textures, garment drape, anatomy and product fidelity, checked image by image before anything leaves the studio.

About

I have been a professional photographer since 2007: fashion, e-commerce, luxury, architecture and editorial, including ten years in London.

At QVC UK I initiated a team dedicated to bringing generative AI into photography, and trained photographers and freelancers in the new methods.

Today I design ComfyUI pipelines for high-volume e-commerce production in Bremen, and I build systems for the hard problems of generative imagery: consistent identity, multi-view generation and virtual casting.

Languages
French (native), English (fluent)
Tools
ComfyUI, Stable Diffusion, Flux, Nano Banana, Midjourney, LoRA, Photoshop, Capture One, Figma
Clients
Galeries Lafayette, Coca-Cola France, Canon, Ubisoft, Carrefour, Airbus, SEAT, Velux, Le Fouquet's, Elite Model Look
Published
Elle France, Maxim, Normal Magazine
Awards
Px3 Bronze, Portrait (2016) · Monochrome Awards, honourable mention (2018) · Digit Photo Competition, first prize (2018)