@douglas23323

videoMD · tier C

Douglas · 404 followers · 2024-11-25 11:25 · 48s

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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.

#будьтеосторожны #статусысосмыслом #policek9 #polizeikontrolle #огонь🔥

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

#огонь#policek9#будьтеосторожны#статусысосмыслом#polizeikontrolle