Retail warehouse and inventory photo data, for detection and counting
Warehouse photography answers a different question than shelf photography: not what's visible to a shopper, but what's on a pallet, in a bin or stacked on a rack. This category covers photos of warehouse shelving, bins and pallets, captured under warehouse lighting and angles, then labeled with boxes so a model can detect items and estimate counts. Every project starts from your brief, not a stock library.
What is retail warehouse and inventory photos?
Retail warehouse and inventory photo data is a set of photographs of warehouse shelving, bins and pallets, labeled with boxes so a model can detect stored items and estimate counts.
A brief for this category usually covers the storage format, such as open shelving, bins or pallets, the lighting in the facility, and whether labeling needs to support counting as well as detection. We don't publish a fixed item list or shot count. Tell us the warehouse setup and what your model needs to count or detect, and we'll scope the shoot and labeling around it.
This category maps to our Computer vision service. For a wider look at collecting images, see image data.
A model trained on stock photography often underperforms the moment it meets a real phone camera: awkward angles, mixed lighting, partial occlusion. Training and testing against images captured the way your users actually take them closes that gap before it shows up in production.
This category at a glance
- Data type
- Image
- Service
- Computer vision
- Who works on it
- Contributors from our network of 30,000+ people worldwide, matched to your brief.
- 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.
Where warehouse photos fit
This category runs through our Computer vision service. You can also browse every category on the datasets hub.
More in this category: Retail Shelf and Product Photo Data, Retail Store and Checkout Photo Data and Automotive Exterior Damage Photo Data.
Questions about warehouse and inventory photos
The datasets FAQ covers questions that apply across every category.
Are these real warehouse camera feeds?
No. Photos are captured for your brief, in storage settings and layouts you specify, not pulled from existing footage.
Can labeling support counting, not just detection?
Yes. Labels can be structured to support both detecting items and estimating counts, depending on what your brief needs.
Can you shoot specific storage formats?
Yes. Tell us the shelving, bin or pallet format and lighting in your facility and we'll match capture to it.
Can we see a sample before committing?
Yes. A small free sample comes before any full engagement.
Can this be combined with other domains or data types in one engagement?
Yes. One brief and one named contact can cover several domains or data types together, backed by our 30,000+ person network and 150+ projects delivered so far.
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.