@ion.gira

videoMD · tier dormant

Ion Gira · 294 followers · 2025-03-12 13:40 · 15s

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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.

#bmwe38 #e38bmw #e38 #давидыч

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

#e38#bmwe38#e38bmw#давидыч