Retail checkout video data, built for the counter, not the aisle
Checkout activity looks different from anything else on a store floor: hands moving over a scanner, items passing through a narrow frame, a queue forming and clearing. This category is footage of that checkout activity, filmed for a model that detects objects and actions at the counter.
What is retail checkout video data?
Retail checkout video data is footage of checkout activity at a store counter, filmed to train a model that detects items, hands and actions in a tight, repetitive frame rather than the open space of an aisle.
The frame here is small and busy: a scanner, a conveyor, a bagging area. Getting camera angle and lighting right at the counter matters more than it does for wider store footage, because objects pass through quickly and often overlap.
This category maps to our Computer vision service, since the work centers on detecting objects and actions rather than collecting general footage. For labeling of individual items, see our data annotation service.
Footage shot for a demo rarely matches footage a deployed system actually sees: handheld motion, changing light, partial frames. Building and checking a model against video captured under those same conditions is what keeps accuracy from dropping once it ships.
This category at a glance
- Data type
- Video
- Service
- Computer vision
- Focus
- Checkout activity: items, hands and actions at the counter.
- Review
- A review pass before anything is delivered.
- Your data
- NDA first, used only for the agreed scope, returned or deleted when you ask.
- First step
- A small free sample before you commit.
Details worth planning for
A short brief that answers these saves rework once work begins.
Counter type
A staffed till, a self-checkout kiosk and a conveyor belt counter each frame activity differently.
Camera angle
Overhead, side-on or scanner-level footage each show a different part of the action.
Activity mix
Item scanning, bagging and queue movement can each be captured on their own or together.
Labeling after capture
Decide whether footage needs bounding boxes, action tags or just raw review, so it moves straight to the right step.
From your brief to reviewed footage
One named contact owns the project from scoping to the last file.
Brief
You tell us the category, the language and roughly how much you need.
NDA and scope
We sign an NDA before any data moves, then agree the scope with you.
Free sample
We produce a small sample free, so you can check it before you commit.
Production
Contributors from our network work in our own tools, to the brief you set.
Review
A review pass runs before anything is delivered.
Delivery
The data comes to you, or moves on to another service with us.
Where checkout footage fits
This category runs through our Computer vision service. You can also browse every category on the datasets hub.
More in this category: Retail In-Store Behavior Video Data, Retail Store Walkthrough Video Data and Automotive Driving Scene Video Data.
Questions about retail checkout video
The datasets FAQ covers questions that apply across every category.
Do you have checkout footage already recorded?
No. Footage is filmed to your brief: the counter type, camera angle and activity mix you need.
Can you label items and actions after filming?
Yes. Object and action labeling run through our Computer vision service once footage is collected.
Does this footage monitor individual staff or customers?
The footage is built around checkout activity, items and actions in the frame, not individual monitoring. Tell us your requirements and we will scope the camera angle and review accordingly.
Can we try a small sample first?
Yes, a small free sample before you commit to the full brief.
Can you handle this alongside other footage types or domains in one project?
Yes. Several footage types or domains can run under a single brief and one named contact, drawing on our 30,000+ person network and 150+ projects delivered to date.
Request this category
Pick the data type, add the languages and a rough volume, and send it. We'll produce a small sample free before you commit.
- Your named contact replies within one business day.
- We sign an NDA before any data changes hands.
- We produce your free sample, then agree the full scope.
This opens your email app with the brief filled in. Nothing is sent until you press send. You can also use the contact page.