"You Got a Labeled Dataset. Here's How to Actually Verify It's Trustworthy."
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Worked example: Suppose you're spot-checking a batch of vehicle bounding boxes against a small gold-standard subset. One box overlaps its reference box in 70 square units, and together they span 100 square units of combined area. IoU = 70 / 100 = 0.70 . A tighter, near-identical pair might overlap…
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- 2026-09-09 06:20 · DEV Community — Machine Learning
"You Got a Labeled Dataset. Here's How to Actually Verify It's Trustworthy."