@ducavictor2

videoMD · tier B

Victor DUCA · 25,234 followers · 2026-06-04 18:49 · 142s

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Topic

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

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Caption

Author-written, as posted.

@AutoAriaService ☎️ 060 544 001 @RDAutoDreams @Gontea Nicolae @Nicolae Antoci @Gazea Marius #frumos #service #auto #mecanica #automotive

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#frumos#auto#service#mecanica#automotive