@sasha.spots1

videoMD · tier B

⃟ · 1,026 followers · 2026-06-03 20:25 · 35s

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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.

Old clips #cars #romania #mamaia #constanța #fyp @Liviu.spots®

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#cars#romania#constanta#mamaia