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videoMD · tier B

iuliana🐆 · 888 followers · 2026-06-18 15:48 · 8s

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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.

💖Яркий акцент для тех, кто любит сиять. #pinknails #frenchnails #neonnails #nailart #fy

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

#fy#nailart#pinknails#frenchnails#neonnails