@a.stimov

videoMD · tier dormant

a.stimov · 239 followers · 2025-08-17 08:54 · 17s

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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.

#bmw #f80 #comp #germany #moldovacars

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

#bmw#germany#comp#MoldovaCars#f80