Five thousand images, one taxonomy
Two labelers had produced two datasets because the guideline said "mark damaged items" without defining damage. Rewritten with photographed edge cases; agreement went from the low sixties to the low nineties.
Five thousand images, one taxonomy
Written definition of correct, pilot batch, agreement measured, every item human-checked
Illustration, not a client job
AI Services Marketplace Rolling batches
- Technique
- Written definition of correct, pilot batch, agreement measured, every item human-checked
- Industry
- Marketplace
- Turnaround
- Rolling batches
A drawn illustration of what this service changes, not a client job.
Drag the handle to compare. The situation and the techniques are ones we have actually dealt with; the picture is drawn rather than photographed, because publishing a client's material without asking is not something we do — and because a diagram of the thing that changed is clearer than a screenshot of it.
Drag the handle to compare. The situation and the techniques are ones we have actually dealt with; the picture is drawn rather than photographed, because publishing a client's material without asking is not something we do — and because a diagram of the thing that changed is clearer than a screenshot of it.
Services used
Try us free on your own work.
Send us something real and we will do it to your brief — no card, no commitment. If the standard is not what you need, you have lost nothing.