@vladik1.0

videoMD · tier dormant

ⓂⓇ.ⒹⒿⒶⓋⒾ · 1,059 followers · 2024-03-11 22:31 · 9s

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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.

стилевый Х #x5 #x5m #стиль #рек #bmwmotorsport #bmw

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

#стиль#рек#bmw#x5m#bmwmotorsport#x5