@dereniovilie

videoMD · tier C

Ilie CustomUngheni · 2,344 followers · 2026-05-11 17:31 · 13s

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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.

0️⃣6️⃣8️⃣2️⃣8️⃣2️⃣9️⃣1️⃣8️⃣#ungheni #polis #faruricustom #toyota

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

#Ungheni#toyota#polis#faruricustom