@vadim_435_2.0

videoMD · tier C

Kokoloco · 786 followers · 2026-03-28 11:25 · 14s

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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.

@SASAMTB @𝔇𝔞𝔯𝔦𝔲𝔰𝔎14 #mtb #monster #freeride #bike #shimano

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

#freeride#mtb#bike#monster#shimano