@pos7ica_777stefan

videoMD · tier C

pos7ica_stefan.4x4 · 1,294 followers · 2026-01-18 16:14 · 31s

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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.

#ofroad #atv #moldova #xdrive #bmw @Postica Oleg

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#bmw#atv#xdrive#ofroad