@nick.shots

videoMD · tier B

Nick 👽 · 13,881 followers · 2026-03-07 17:10 · 15s

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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.

I’d look at it too 😏 #5series #g30 #bmw #cricova #moldova @Badea Costachi

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

#moldova#bmw#cricova#5series#g30