@vlad_ss5

videoMD · tier C

vlad_ss5 · 1,438 followers · 2026-05-11 08:09 · 11s

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plays

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#bmwm3competition #m3competition #bmwm5f90 #m5f90 #bmwclub

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

#m3competition#bmwclub#bmwm3competition#m5f90#bmwm5f90