@vlad_ss5

videoMD · tier C

vlad_ss5 · 1,438 followers · 2026-06-07 21:29 · 6s

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plays

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comments

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.

#bmwm8competition #bmwm8 #bmw #bmwlife #carspotting

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

#bmw#bmwlife#carspotting#bmwm8#bmwm8compétition