YOLO — payslip field detector (docverify)
Finds the 10 fields of a French payslip so that an edit found by the tamper model can be pinned to net pay or gross salary instead of "pixels at (812, 640)". In docverify, an edit inside a money field is what turns a page into high risk.
Part of docverify: project · tamper model
Classes
net_paye (net pay) · brut (gross salary) · salaire_base (base salary) ·
net_avant_impot (net before tax) · cotisations (total contributions) · iban · employee ·
employer · siret · period
Results
250 synthetic test pages, scans and phone photos mixed.
| mAP50 | mAP50-95 | |
|---|---|---|
| All fields | 0.995 | 0.975 |
| Weakest field (employee name) | 0.995 | 0.943 |
19 ms per page on a T4; part of the 6.7 s full pipeline on 4 CPU threads.
Limits
Synthetic French payslips only (generated, fake people and companies); other layouts need their own field list.
License
AGPL-3.0, inherited from Ultralytics YOLO. The rest of docverify (code, tamper model) is Apache-2.0.
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