SCOUT-CoinScan: an open-source coin identify + sort machine, printed on the U1 (Innovation Fund)

Hi makers — I’m building an open-source machine that identifies, inspects, and sorts coins, with nearly every structural and mechanical part printed on the U1. The fun bits: co-printed TPU flexures (hopper wiper, brake brushes, gate pads), a multispectral camera station (UV fluorescence catches cleaned/altered coins; photometric stereo makes doubled dies pop), a line-laser height map, and eight software-defined sort bins, sort by denomination today, by decade or silver content tomorrow.

How it works: a printed singulation disk feeds one coin at a time onto a gravity slide rail (no belt) to a glass platen, where two machine-vision cameras image both faces at once under sequentially lit white, UV, IR, and narrowband lighting, plus a red line laser for a height profile. On-device ML reads the date and mint mark, flags errors/silver/cleaning, and a servo gate drops each coin into its bin. Side-by-side double feeds are captured by the cameras and automatically recirculated.

It’s designed around what only the U1 can print: co-printed rigid+flexible parts in one job, multicolor calibration targets, and rail surfaces that use the bed finish as the coin’s slide surface. Two documented build tiers (a ~$900 budget build and a ~$1,650 flagship) for others to reproduce.

Repo (CAD, BOM with sourced part numbers, protocol spec, build docs going up as they stabilize): GitHub - stemscoutdad/scout-coinscan: SCOUT CoinScan — Sorting Coins Optically with UV Technology. Open-source coin identification, grading-assist, and sorting machine printed on the Snapmaker U1. · GitHub

I’ll post milestone videos in this thread, imaging station first (targeting July), then transport and sorting. Feedback very welcome, especially from anyone who’s fought coin-hopper jams before. Entered in the Snapmaker Innovation Fund, Phase 1. If it looks interesting, a GitHub star is hugely appreciated; it helps in the Fund’s community vote.

Thanks for your SCOUT CoinScan submission. I’m amazed by what you plan to build and how creatively you’ve used the U1’s multi-material printing.

Regarding the Innovation Fund: after review, we found it doesn’t quite align with our scope, which focuses on ideas that directly improve the U1 ecosystem itself (firmware, slicer, hardware mods, filaments, and model platforms, etc.).

But I think this project might be a standout user story (like “U1 can do more than a 3D printer”—a coffee maker, for example) when it is complete.

If you’re interested and need some support, you can contact marketing@snapmaker.com.