@sshop_express

videoMD · tier dormant

,,, · 4,187 followers · 2025-07-12 18:26 · 9s

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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.

Costum negru Pentru rezervari scrieți în privat #foryou #fy#fyp #foryoupage #shop #рекомандации #длятебя

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

#foryou#fyp#foryoupage#fy#длятебя#shop#рекомандации