@avant_md01

videoMD · tier B

Avant · 1,184 followers · 2026-03-05 07:37 · 16s

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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.

#m4 #kit #m4f82 #moldova #bmw @notdsc077 @Jnk @MD.Visual§ @romma.spots

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

#moldova#bmw#m4#m4f82#kit