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videoMD · tier B

Konstantin · 13,371 followers · 2026-04-10 07:16 · 18s

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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 E36 M50B20 450 H.P. #bmwe36 #m50turbo #pulsar #fyp #cars

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

#fyp#cars#bmwe36#m50turbo#pulsar