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videoMD · tier C

Ion MD-DE🇲🇩🇩🇪 · 2,345 followers · 2025-12-17 22:12 · 39s

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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.

#onetur #transportcoletesipasageri🇲🇩🇩🇪🚐📦✅ #060331577 #autoplatforma🚐 #germany🇩🇪

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

#germany#transportcoletesipasageri#060331577#onetur#autoplatforma