@vladimir.cebotaru

videoMD · tier dormant

Vladimir.Cebotaru · 3,026 followers · 2026-03-05 14:50 · 19s

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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.

#bmwe60 #bmw #carspotting #carsoftiktok #ChisinauCars

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

#bmw#carspotting#carsoftiktok#bmwe60#ChisinauCars