@avant_md01

videoMD · tier B

Avant · 1,184 followers · 2026-04-06 12:13 · 12s

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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 |@mvisiion| #m4 #g82 #cars #moldova #bmw @𝓙𝓝𝓚 @Nick 👽

Speech (ASR)

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

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

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Hashtags

#moldova#cars#bmw#m4#G82