@scars.media

videoMD · tier dormant

່ · 4,337 followers · 2025-12-17 14:14 · 13s

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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.

SVj #svj #aventador #crazy #v12 #scarsmedia

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

#crazy#v12#scarsmedia#svj#aventador