@kaps.auto1

videoMD · tier B

KAPS-AUTO · 5,906 followers · 2026-06-19 20:45 · 32s

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plays

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comments

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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.

#kapsauto #рекомендации #fyp #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

#fyp#рекомендации#toyota#kapsauto