Recall went 0.41 to 0.77 with no new labels. The bug was training on gate-approved labels only.
This story is from 2026-09-12. It is preserved in the archive; the latest stories are on the live feed.
If you train a detector on a corpus that is only partially human-reviewed, check how you select training labels. This one cost me months. The pipeline auto-labels, then routes everything to human review. I built the trainset from labels in accepted / auto_accepted state, which felt like the careful…
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- 2026-09-12 11:30 · r/computervision
Recall went 0.41 to 0.77 with no new labels. The bug was training on gate-approved labels only.