@sergiu240899

videoMD · tier dormant

Ser24 · 238 followers · 2023-06-01 10:58 · 8s

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plays

22,235

likes

915

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.

#mercedes #cclass #foryou #fyp #viral #черный #машины #cars #черный

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#foryou#viral#fyp#cars#mercedes#чёрный#машины#cclass