
Count Coins in a Photo — AI Coin Counter
Works with JPG, PNG, WEBP · Free up to 20 MB, Premium 50 MB
Photograph coins spread flat, then choose Count and review the tally markers against the photo. Built for till floats, collection jars and coin collections.
- Review the photo, then count visible coins
- Count without marking; add example boxes if you need a guided recount
- Stop counting the same coins twice to be sure of the total
- Free to use · No signup required · Without watermark
Works with JPG, PNG, WEBP · Free up to 20 MB, Premium 50 MB
Upload Image
Tips for an accurate count
• Use an even, well-lit photo with the coins fully in frame
• Check that each marked example boxes a whole coins rather than a repeated part
• Dots and heatmap show retained detections — review and correct the tally
About the Coin Counter
The coin counter counts visible coins from your photo and marks detections for review. Auto mode uses the selected item name. For a guided recount, mark up to three examples of what you want counted. Visibility, overlap and similar-looking items can affect the total. Built for shops, collectors and cash offices.
How It Works
1. Photograph your coins
2. Check that coins is selected, then choose Count
3. Review the markers and correct the tally; add example boxes for a guided recount if needed
4. Add to the tally sheet and export your count as CSV
Perfect For
• Till float and cash-office counts
• Collection jar and donation tallies
• Coin collection inventories
• Arcade and vending machine counts
After counting the coins
Pair the coin count with the day's paperwork by reading receipts into vendor, date and total, and for tokens, stamps or other small items, count anything by marking one example. Spread the coins one layer deep and review every marker before the total goes on a cash sheet.
What you can do with Coin Counter
Review the main capabilities before you begin.
- Estimate visible coins in a photo automatically
- Review till and cash-drawer counts at a glance
- Tally coin jars and change collections fast
- Optionally mark a coin for a denomination-specific count
- See each coin marked with a numbered overlay
- Add multiple photos into one running total
- Skip tiny stray detections for a cleaner count
Settings reference
12 settings
Available controls for Coin Counter.
Upload
- Single photo / Bulk auditPresets
- Choose a single-photo count or a Premium bulk audit. Review every result.Options: Single photoBulk audit
Count
- Add to tallyOne-click
- Add this photo as a row in the current stock-take.
- Counting modePresets
- Chooses the counting engine: Auto and Similar items count from your marked examples — mark 1 to 3, one complete coin per different-looking kind; Distinct objects labels separate, fully visible items without an example.Options: AutoSimilar itemsDistinct objects
- Included markersSliderRange: 0–1 · Default: 0.21
- Starts at 21%; slide toward Show more to include weaker markers or Only strongest to hide them.
- Overlay stylePresets
- Choose dots, a heatmap, both or a clean preview.Options: BothDotsHeatNone
- What to countText input
- Names the item to count and comes pre-filled with coins; clear or change it to count a different item in the photo.
- Detection sensitivitySliderRange: 0–1 · Default: 0.5
- Adjust detection sensitivity for larger or smaller visible items.
Examples
- Mark example coinsDraw on image
- Drag a tight box around one complete, clearly visible coin. The counter uses it as a visual reference; review every result marker for lookalikes or missed items.
Tally
- LabelText input
- Rename this row so it is identifiable in the exported stock-take.
- CountNumber input
- Correct this row's count; totals and exports update automatically.
Advanced
- Result overlayDropdown
- Choose how count markers appear on the downloaded result.Options: Dots + heatmapDots onlyHeatmap only
- Ignore small detectionsSliderRange: 0–1 · Default: 0
- Ignore detections below the selected size.
Related tools for Coin Counter
Tools for common next steps after Coin Counter.
Counting & Inventory
Object Counter
Estimate an object count from a photo. Review and correct the numbered markers before using the count.
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Live Object Counter
Aim your phone at separated, fully visible items and review the detector markers as the count updates in real time.
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Bottle Counter
Count bottles on shelves, in crates, or in cold rooms from one photo, with counted detections marked for review.
Try it nowFrequently Asked Questions
How Coin Counter helps you get it done
Real problems it solves every day — for businesses, creators, and everyday tasks. Find the use case that fits you and start.
Cash Office Till Reconciliation
Photograph separated coins at close-out in Distinct objects mode, review every detection marker, then correct and export the denomination tally as CSV for register reconciliation.
Charity Jar & Fundraiser Tallies
Spread a collection jar or donation bucket into one visible layer, run Similar items mode for an AI-assisted draft, then review and correct the markers before sharing the tally with your treasurer.
Coin Collection Inventory for Resale
Mark 1-3 clear coins in the Examples setting — one for each type or year you're targeting — then run the count. Review every matching marker and correct the tally before pricing a resale lot.
Multi-Till Retail Audits
Open Bulk audit to run Distinct objects mode across every tray photo in the queue, then review each result and roll corrected counts into a grand total for head office.
Vending & Arcade Machine Collections
Estimate coin boxes emptied from vending or arcade machines on route, review and correct each result, then add each machine's checked tally as its own row in the route report.
Personal Spare-Change Jar Savings Tracking
Spread out a jar or piggy bank of loose change at home, run Similar items mode for an estimate, then review and correct the markers before using the tally to track a savings challenge.
Bank Deposit & Coin Roll Prep
Count loose change before exchanging coins for cash at the bank — photograph each denomination, confirm you have enough for full rolls before wrapping, and skip the cut a self-service coin machine takes out of your total.
Watch each transformation land
Every photo crosses the slash untouched and comes out the other side finished.


























