@masterprof076702849

videoMD · tier A

Mihail Sandu · 33,951 followers · 2026-07-26 09:20 · 115s

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

magazin pompe de apă #auto #smart #pompa #apa #bari

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#auto#apa#smart#bari#pompa