@grui.a12

videoMD · tier C

grui.a12 · 529 followers · 2026-03-20 17:40 · 20s

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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.

@Vîrlan💫 oleac freeride#fyp #bikes#nightride #fyp

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#fyp#nightride#bikes