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Jean Station

E-commerce AI Visuals

Automated product visual generation pipeline with pixel-perfect logo preservation

AI Creative E-commerce
100+
Products/Day
10x
Cost Reduction
8
AI Models
6
Visuals/Product
ComfyUI ControlNet IP-Adapter SAM Modal
No Cover

E-commerce Visual Pipeline powered by AI

The Challenge

Jean Station, a multi-brand e-commerce platform, needed to automate their product visual generation. The critical problem: existing AI solutions (OpenAI, etc.) systematically distorted brand logos — unacceptable for commercial use.

The Solution

Development of an automated “Digital Studio” infrastructure:

  • Smart detection: Automatic logo segmentation via SAM to “freeze” them during generation
  • 8 exclusive virtual models: Realistic characters (M/F) custom-created for the brand
  • 6 visuals per product: Front, back, details, three-quarter, full body, ghost mannequin
  • Pixel-perfect quality: Logos preserved identically, typography and placement respected

The Architecture

Serverless technical stack (Modal/Runware) with custom ComfyUI workflow:

  • Input: Photos on plastic mannequin (front/back)
  • Process: ControlNet + IP-Adapter + Inpainting
  • Output: 6 e-commerce visuals ready to publish

Capacity: 100+ products/day, cost divided by 10 vs traditional photoshoot.

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