@delkaymd

videoMD · tier C

delkaymd · 1,104 followers · 2026-04-28 12:07 · 19s

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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.

Crazy M4🫨🔥 @TG: ANDRIAN ROYCE #M4 #g82 #bmwmotorsport #fyp #viral @russik.prod @𝐥𝐮𝐤𝟎𝐞𝐥 @MD.Visualss

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

#viral#fyp#bmwmotorsport#m4#G82