@cr.smh.shots

videoMD · tier C

Cr.smh.shots · 2,131 followers · 2026-03-20 20:53 · 12s

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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.

M4😍#german #moldova #chisinau #bmwm4 #swissspec #bmwm4f82 #german @chasemoneypls69 @1111mmmmmm12 @ksmn.md @jannu_edit @david_nps @notdsc077

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

#moldova#chisinau#bmwm4#german#swissspec#bmwm4f82