@s_m_e_r_t_n_i_c_

videoMD · tier C

Blick_22_ · 240 followers · 2026-01-31 21:33 · 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.

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Caption

Author-written, as posted.

#Golgen #porsche #bmw #x5 #m

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

#porsche#bmw#m#x5#Golgen