Latest release v1.6.7

Find the fancy in every bill.

Dollar Detective scans your bill images, reads the serial numbers with OCR, and flags the collectible fancy serial numbers — radars, repeaters, ladders, solids, low serials and 100+ more patterns — before you ever list them.

Free & open source. Each button opens a short install guide — pick the right build and get past the one-time security prompt. Or browse all releases →

Updated and something's off? Go back to a previous version →

Dollar Detective results view
The results view. Every scanned bill, its serial, matched patterns, tier and odds — sortable, filterable, one click to the detail.
Serial pattern overlay close-up
Pattern overlays. See exactly which digits make a bill fancy.
Pattern Manager
Pattern Manager. Browse, test and tune 130+ patterns.
Crop tool
Crop tool. Clean, listing-ready serial crops in a click.
What it does

Built for serious bill hunters

From a shoebox of scans to a shortlist of keepers — Dollar Detective does the tedious part.

🔢

OCR serial reading

Reads the serial number off each bill image automatically, front and back, correcting orientation and skew.

✨

100+ fancy patterns

Radars, repeaters, ladders, solids, binaries, low serials, year & date notes — each with rarity odds and a value tier.

⛽

Gas-pump & seal shift

Flags misaligned "gas pump" digits and treasury-seal overprint shifts — print errors the number alone can't tell you.

📦

Strap check

Type a strap's first serial and count; it predicts which notes in the run would be fancy before you even scan them.

🏷️

eBay crop manager & labels

Generates clean, listing-ready serial crops and printable labels so cataloging a haul is fast.

🔎

Serial lookup

Check any serial by hand and see every pattern it hits, with a clear overlay of why.

How it works

Three steps

Point it at a folder

Drop in your scanned bill images — Dollar Detective organizes, orients and pairs fronts with backs.

Let it classify

It reads each serial and runs it against the whole pattern engine, scoring rarity and value.

Keep the winners

Sort by the most patterns or highest tier, review the overlays, and export crops for listing.

Companion tool

Just need the crops? Meet Crop Detective.

A small, standalone app that turns your scanned bills into clean, listing-ready crops — seals, serials, and each third of the note — without opening the full program. A guided wizard builds crop profiles for $1 through $100 on built-in sample bills, so you can set everything up before you've scanned a thing.

Start hunting

Free, open source, and runs on your own machine — your images never leave your computer.

Download & install guide →