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Troubleshooting from the failures we actually saw

A practical lookup table from the documented operating incidents.

OUR OBSERVATIONLast verified: 2026-09-27 · Build 1.9.37
Quick reference. The long path with checkpoints: chapter 11 of the guide.

Symptom → cause → fix

SymptomCauseFix
Black frames / Camera frontend has timed outLoose CSI ribbonReseat, reboot, re-run camera baseline.
DMA wait completion timed outOne card hungReset card/remove-rescan; if recurring, swap card/slot.
simplejpeg: numpy.dtype size changednumpy ≥ 2 in runtime venvpip install "numpy<2".
Labels detected instead of the cardGlobal colour vs lens vignettingLocal background model (1.9.33) + empty-belt reference.
Glare spots become partsSingle-frame empty reference16-frame median + noise map (1.9.35); polariser/lighting.
7/25 negative photos are emptyEmpty negatives poison the classDelete; negatives are real foreign parts.
Footer shows old buildService/cache stalesystemctl restart vorsa + hard reload.
vcgencmd: ioctl_set_msg failedDamaged SD card / VideoCore mailbox incidentNew card, restore image, prove camera first.