Subjects & coverage
Specify the categories you need, along with examples of what to include or leave out.
Define the artwork, labels, and delivery structure before ordering. These are the specifications to cover in your dataset request.
Use one identifier to connect the artwork to its label and any rendered variants. Agree on a manifest format that fits your data loader.
Specify the categories you need, along with examples of what to include or leave out.
Choose outline, solid, or color icons. State whether you need consistent styling or variation across the same subjects.
Define vector or raster delivery, image dimensions, background, padding, and color handling.
Agree on names, category definitions, tags, and the fields to include in each sample record.
Set expectations for duplicates, label review, and train/test splits. Request notes on known limitations.
Describe your model, commercial or research use, retention needs, and any planned redistribution.
The folder structure is illustrative. Final formats and checks are specified in the delivery agreement.
Start with the subjects and your intended use. Add file formats and sample quantities when you have them.