A muster point scene followed by a marker on each person counted.
Analysis
Source
AI People Counter

Muster Point Headcount — Count People from a Photo

At a muster point the only question is whether everyone is out, and the clock is running while wardens count a crowd that won't stand still. Upload a photo of the assembly point and get a headcount with every person marked for review.

  • Counts dense crowds as well as small groups
  • Built for fire wardens
  • Stop recounting because someone moved halfway through
  • Review every detected person directly on the marked result
Count the crowd

Works with JPG, PNG, WEBP

Drop a photo of the assembly point — get back a headcount with every person marked

Counting & InventoryPreset loaded automatically

Set up for Muster Point Headcount — Count People from a Photo

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Prepared settings

Starting point
One wide photo of the assembly point
The warden shoots from the front of the assembly point, slightly elevated — a vehicle step or kerb height is enough for a clean frame.
Prepared workflow
Count people at a muster point
People mode and automatic scene routing are already selected; there is no detector to find manually.
Reviewable output
A marked headcount and downloadable record
Detected people are marked so the total can be checked against the source instead of accepted as a black box.
Review rule
Confirm with a physical count when safety depends on the number
AI is a fast cross-check, not a replacement for a roll call, door counter, or required capacity procedure.

Best-fit uses

  • Drill headcounts with a timestamped marked photo
  • Multi-muster-point totals radioed to control
  • Drill-report evidence of count and timing

Frequently asked questions

How do I count people at a muster point from a photo?
Upload one clear photo of the assembly point and the AI marks every person it detects, with the total shown on top. The warden shoots from the front of the assembly point, slightly elevated — a vehicle step or kerb height is enough for a clean frame. Review the markers and adjust sensitivity before you rely on the number.
Does it work when the scene is packed?
Yes — dense scenes switch automatically to a crowd-density engine built for gatherings where people overlap, with a heatmap and dots showing where the estimate comes from. Occlusion still hides people, so treat busy-scene results as reviewed estimates and use a higher, wider vantage when you can.
Should this be part of a real evacuation procedure?
Its place is in drills and as a warden's cross-check: photo, count, compare with the sign-in number, then the physical roll call remains the deciding count. In a live evacuation, never let photographing delay the sweep or the roll call — the marked photo is evidence, not the procedure.
Can I rely on it for safety headcounts?
Use the AI count as a fast cross-check, never the roll call. For counts where safety depends on the number — children in your care, evacuation musters, capacity limits — confirm with a physical count; the marked photo helps you spot a mismatch immediately.
Is the people counter free, and what happens to my photo?
Yes — count, review and download the marked-up result without creating an account, and the headcount itself is identical on every plan. Downloads are free without a watermark. No signup required. Photos are encrypted in transit, processed to produce the count, and removed under our Security policy.

What you can do with People Counter

Review the main capabilities before you begin.

  • Count people in a crowd without losing your place
  • Estimate event attendance from a single image
  • Tally heads in classrooms and gatherings
  • See each counted person marked on the image
  • Include people facing away from the camera
  • Turn on max accuracy for dense crowds
  • Fine-tune detection for small or distant faces
Use this tool

Settings reference

Available controls for People Counter.

Processing modePresets
Process one input, or switch to Premium batch mode to process multiple inputs with shared settings. Available input types depend on the tool.Options: Single photoBulk audit

Count

Included markersSliderRange: 0–1 · Default: 0
Starts at Show more so every returned people marker is visible; slide toward Only strongest to keep fewer relative top-ranked markers, and the headcount updates instantly.
Overlay stylePresets
Sets how counted people appear on the preview — dots, a density heatmap, both, or a clean image — so you can verify the headcount visually.Options: BothDotsHeatNone
Include people facing awayOn / Off
Counts people turned away, in profile, or whose face is hidden — not just visible faces — while never counting one person twice and never counting legs alone as a person. For genuinely dense crowds it escalates to a density estimate.
Max accuracy (slower)On / Off
Runs every counting engine on the photo and cross-checks their results for the most dependable headcount, taking a little longer to process.
Detection sensitivitySliderRange: 0–1 · Default: 0.5
Controls how eagerly people are marked, from Strict to Lenient — raise it if people in small groups are missed, lower it if things that are not people get counted.
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Popular presets

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Free to use · No signup required · Without watermarkUploads are encrypted in transitRemoved under our retention policy

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