@lowcroc.13

videoMD · tier B

LowCroc.13 · 5,438 followers · 2026-06-20 08:16 · 52s

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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.

Хороший свет теперь и на Пончике. #bmw #e70 #x5 #m57 #headlights

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

#bmw#x5#m57#e70#headlights