@sergo_12361

videoMD · tier B

𝕾𝖊𝖗𝖌𝖎𝖚 ✞ · 471 followers · 2025-12-28 16:58 · 11s

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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.

Идея не моя #перваямашина #марк2 #чайзер #bmw #toyota

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#toyota#перваямашина#марк2#чайзер