Count dumplings on a tray from a photo
AI Dumplings Counter

Count dumplings on a tray from a photo

Works with JPG, PNG, WEBP · Free up to 20 MB, Premium 50 MB

Spread the dumplings one layer deep on a tray or flat surface and photograph from directly above — counted detections receive dots for review. Built for bakeries, caterers and food producers — review and correct each photo before adding it to a CSV or PDF tally.

  • Review the photo, then count visible dumplings
  • Count without marking; add example boxes if you need a guided recount
  • Stop counting the same dumplings twice to be sure of the total
  • Free to use · No signup required · Without watermark

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Counting dumplings on prep trays and in steamer baskets

Dumplings are counted in kitchens before service, in frozen batches before packing, and against a wholesale dispatch note. Counting by hand is tedious because each tray holds so many, and pleated dumplings packed shoulder to shoulder are easy to lose track of. A photo of the prep tray turns that into one review of marked results.

Flour-dusted trays make a good background as long as the dumplings do not touch, so leave a finger gap on trays you plan to photograph. In a bamboo steamer the woven base and liner show behind every dumpling; mark one complete dumpling as the example in Similar items. Frozen trays gather frost that blurs edges, so photograph them before freezing or straight out of the freezer. Momos, gyoza and bao are different shapes, so give each its own example.

After review, divide the corrected total by the number of dumplings per portion if you are planning service. Each steamer basket or tray becomes one row, labelled by filling. For a wider kitchen stock-take across many trays and shelves, the inventory counter collects the rows, and bread rolls from the bakery section use the same top-down method.

Prep tray checks

  • A finger gap between dumplings where possible
  • Frozen trays photographed before frost forms
  • One complete dumpling marked as the example
  • One basket or tray per tally row

Frequently asked questions

Do the items need to be separated before counting?
Slight touching can work, but full overlaps hide items and make the result less reliable. Spread them one layer deep under even light, mark a clear example, and review every result marker.
What if the photo has more than just dumplings in it?
Auto mode uses the selected item name to find what to count. For a guided recount, mark one complete, clearly visible dumplings — up to 3 examples for different-looking kinds. Similar-looking distractors can still affect the result, so review every marker before using the total.
Can I count several photos into one total?
Yes — count each photo and add every reviewed result to the tally sheet as a labelled row. If you use example boxes, mark them separately on each photo. Export the tally as CSV or a PDF report, or save it to your account.
Is it free and private?
Yes. You can count, review and download a free result without an account. Downloads are free without a watermark. No signup required. Server-processed photos are encrypted in transit and removed under our Security policy.

What you can do with AI Inventory Counter

Review the main capabilities before you begin.

  • Count shelves, stacks, crates and pallets from photos
  • Review and correct photo tallies before export
  • Export your stock-take to a CSV file
  • Run a full audit shelf by shelf
  • Optionally mark an item to target one SKU
  • Combine bulk photos into one inventory total
  • Ignore small stray detections for accuracy

Settings reference

Available controls for AI Inventory 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 product 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
Type the item to count, such as cow, bottle or car, so other objects in the photo are ignored; leave it blank to count everything.
Detection sensitivitySliderRange: 0–1 · Default: 0.5
Adjust detection sensitivity for larger or smaller visible items.

Examples

Mark example itemsDraw on image
Drag a tight box around one complete, clearly visible item. 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.
Free to use · No signup required · Without watermarkUploads are encrypted in transitRemoved under our retention policy

How AI Inventory 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.

For Business

Multi-Location Retail Cycle Counts

Managers can use Bulk audit to run Distinct objects mode across every shelf photo, review every tally, and save each store's corrected session separately.

Productivity

Warehouse Goods-In Receiving Audits

Warehouse staff photograph each pallet, mark 1-3 example items in Examples — one per SKU in the shot — and export the reviewed tally as a CSV to match against the purchase order.

Legal

Pharmacy Controlled-Stock Review Trails

Pharmacies can create a shelf-by-shelf AI draft by marking 1-3 example items in Examples — one per SKU — then have a qualified person review and correct it under the required manual procedure. The export supports review but is not a compliance record by itself.

For Business

Loss-Prevention & Shrinkage Spot Checks

Store managers can compare reviewed, corrected photo tallies over time as a preliminary shrinkage screen, then physically verify discrepancies before taking action.

For Business

Small Manufacturer & Workshop Parts Counting

Machine shops photograph bins of screws, fasteners or gaskets and mark 1-3 example parts in the Examples setting — one per part type in a mixed tray — before counting for build planning or reordering.

Watch each transformation land

Every photo crosses the slash untouched and comes out the other side finished.