Generative imagery for rare collectibles
NUMIS needed marketing imagery for rare physical items without shipping them. We built a generative tooling suite that produces a 3D viewer and 36 photos from just two reference shots.
About
Client
NUMIS (stealth marketplace)
Domain
Marketplaces / generative AI
What we delivered
3D viewer + photo generation pipeline
Input
2 reference photos (front + back)
Output
1 interactive 3D asset + 36 marketing photos
The challenge
Producing marketing photos for a single rare item traditionally costs around $300 — shipping the item, running a real photoshoot, and getting cooperation from the original producers. NUMIS needed convincing imagery without any of that overhead.
The solution
We built an end-to-end generative pipeline that takes only two photos (front and back) and produces a full asset set.
What we built
- 3D viewer — interactive, rendered from two reference samples
- Photo generation pipeline — 36 photos per item with custom backgrounds and light setups, fully automated
The outcome
Approx. $2.50 asset cost per item (down from ~$300)
95%+ of assets produced fully automatically
One interactive 3D viewer + 36 photos per item
Want results like these?
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