@vlad_official035

videoMD · tier B

V\ad_Media · 658 followers · 2026-02-14 21:11 · 14s

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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.

is it good? #viral #fyyyyyyyyyyyyyyyy #caredit #m8#bmw

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

#viral#bmw#fyyyyyyyyyyyyyyyy#m8#CarEdit