Source images
Images that passed format checks, content checks and deduplication โ no broken or repeated files in the set.
Services ยท Ready datasets
A collection cycle takes weeks. If you only need data to test a hypothesis, establish a baseline, or show your leadership that the direction is viable โ start with something that already exists.
Images that passed format checks, content checks and deduplication โ no broken or repeated files in the set.
Labels that passed the quality control layers, exported in the format you choose.
Where and when the data was collected, against what criteria, and the limitations you should know before using it.
What it may be used for, whether commercial model training is permitted, and whether it may be redistributed.
For training models that serve a commercial product. Non-exclusive โ a dataset may be licensed to several parties, and the price reflects that.
For research groups and educational institutions at a lower price, conditional on publishing results and non-commercial use.
Every set has watermarked samples plus statistics on volume and label distribution. You know what you are buying before you pay.
Commercial or academic. Full terms are shown before the payment step.
Immediately after payment, download through the dashboard or pull it via API straight into your training pipeline.
If no existing set fits your problem, that is exactly what commissioned collection is for. Describe what you need and we will quote capturing it.