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photoMD · tier C

حرية · 295 followers · 2026-05-14 18:00 · 2 images

eagle · fetched 2026-07-26 08:28 · 166.9 KB downloaded · 2 images

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likes

114

comments

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.

#fyppppppppppppppppppppppp #viral #fyp #foryou #shoxtl

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Great Mid Trash @ciaopatriciiao

rtx4090-24-02 · 31 chars · 2 frames

Hashtags

#foryou#viral#fyp#fyppppppppppppppppppppppp#shoxtl