Automation
AI fashion product image generation pipeline
Classifies garment photos with Claude, applies garment-specific preprocessing and generates consistent product visuals with Flux, orchestrated by n8n with a Redis queue.
- Client
- Fashion retailer
- Industry
- E-commerce, India
- Status
- Prototype / MVP
The problem
Producing consistent product imagery from raw garment photography was slow and expensive.
What we built
- Claude classification and metadata extraction
- OpenCV preprocessing and pattern crops
- Flux generation via Replicate with Redis/RQ and Cloudflare R2
Challenges we solved
- Preserving embellishments and patterns
- Colour consistency
Results
- Modular pipeline from raw photos to product visuals
Technology stack
- Claude
- Flux
- FastAPI
- Python
- OpenCV
- Redis
- Cloudflare R2
- n8n
Demo video
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