@cristina.cris119

photoMD · tier A

👅 · 94 followers · 2026-07-20 21:01 · 1 images

eagle · fetched 2026-07-26 08:28 · 77.2 KB downloaded · 1 images

plays

104

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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.

#foryoupage #viral #recommendations #twins @Gr3tavx @amez

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)

macos-vision

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

The most swag trio Cssino 2naaaa

m5-vision · 18 chars · 1 frames

Hashtags

#viral#recommendations#foryoupage#twins