@marat_ktm85

videoMD · tier C

marat_ktm85 · 2,637 followers · 2025-08-25 11:23 · 23s

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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.

Volga GAZ 21 #bmwmotorsport #ретро#машины#мототехника #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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#bmwmotorsport#машины#ретро#мототехника