@kings__tools

videoMD · tier C

King's Tools · 12,577 followers · 2026-06-13 07:01 · 80s

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plays

9,689

likes

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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.

#Вулканешты #реккомендациии #foryoupage #foryoy #fyp акция на насос глубинный по отличной цене 068107920

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#foryoupage#реккомендациии#Вулканешты#foryoy