@valeriaceban21

photoMD · tier C

valeriaceban21 · 1,268 followers · 2026-07-01 02:59 · 7 images

eagle · fetched 2026-07-26 08:28 · 882.3 KB downloaded · 7 images

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7,521

likes

369

comments

Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

De la primul halat până la ziua absolvirii… 5 ani plini de provocări, dar și de momente de neuitat. 🩺🎓 #medicine #moldova #absolvire #fy #cemf

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Ran, produced no text.

Hashtags

#fy#moldova#absolvire#medicine#cemf