@valera188

videoMD · tier C

Valeriu · 643 followers · 2026-05-16 13:55 · 25s

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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.

#079782628#TransportBeton #Celmaibunpret #BOS27 #TXL417

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

#BOS27#TXL417#TransportBeton#Celmaibunpret#079782628