Bounding Box Annotation at Scale: Why Object Density Matters More Than Image Count
This story is from 2026-09-23. It is preserved in the archive; the latest stories are on the live feed.
When teams scope a bounding box annotation project, the first number they anchor on is almost always image count. "We have 100,000 images" becomes the unit of planning — for budgeting, for timeline estimates, for vendor comparisons. That number is a poor proxy for actual workload. Two datasets with…
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- 2026-09-23 13:53 · DEV Community — Machine Learning
Bounding Box Annotation at Scale: Why Object Density Matters More Than Image Count