@marin_200105

videoMD · tier B

Marin_2001 · 1,448 followers · 2026-05-24 19:07 · 11s

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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.

#bmw #bmwx3 #e83 #m47 #bmwmoldova

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

#bmw#bmwmoldova#BMWx3#m47#e83