Retail e-commerce catalog photo data, tagged by category
Catalog photography has its own conventions: clean backgrounds, consistent angles, and enough variety in pose and lighting for a model to generalize past any one listing. A retail e-commerce catalog photo category delivers product photos shot to your brief, then labeled with category and attribute tags so a classification model can learn from them, rather than a single polished hero image per item.
What is retail e-commerce catalog photos?
Retail e-commerce catalog photo data is a set of product photographs shot against catalog-style backgrounds, tagged with category and attribute labels so a classification or tagging model can learn from them.
A brief for this category typically names the product categories, the backgrounds and angles you need, and the attributes to tag, such as color, category or material. We don't invent a standard tag set or a shot count for you. Tell us the product range and how your model will use the tags, and we'll scope capture and labeling to match.
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 catalog photos fit
This category runs through our Computer vision service. You can also browse every category on the datasets hub.
More in this category: Automotive Interior Cabin Photo Data, Automotive Parts and Assembly Photo Data and Healthcare Facility and PPE Photo Data.
Questions about catalog photos
The datasets FAQ covers questions that apply across every category.
Are these stock product photos?
No. Photos are captured for your brief, in the backgrounds and angles you specify, not pulled from an existing catalog.
Can you tag multiple attributes per product?
Yes. Tagging can cover category, color, material and other attributes together, depending on what your brief defines.
Can you shoot a specific product range?
Yes. Tell us the product categories and volume and we'll match contributors and setup 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.