@grui.a12

videoMD · tier C

grui.a12 · 529 followers · 2026-04-28 12:11 · 24s

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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.

😍🥵🔥#fyp#creatorsearchinsight #specialized#bike#specializedbicycles @🇲🇩crazy_freerider⚔️

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#creatorsearchinsight#bike#specialized#specializedbicycles