@gab1_s1

videoMD · tier dormant

gab1_shots1 · 545 followers · 2025-08-18 09:50 · 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.

#bmwm4#fyppppppppppppppppppppppp #fypシ゚viral #pyfツviral_❤ #foryoupage

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

#fypシ#foryoupage#fyppppppppppppppppppppppp#bmwm4#pyfツviral_