@marat_ktm85

videoMD · tier C

marat_ktm85 · 2,637 followers · 2025-07-21 19:42 · 6s

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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.

Renault Laguna #Дизель#прикол#bmwmotorsport #Квадроциклы #КауоА300 #Мототехника #машины #bmwmotorsport

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

#bmwmotorsport#прикол#машины#квадроциклы#дизель#мототехника#КауоА300