@cristina.cris119

photoMD · tier A

👅 · 94 followers · 2026-07-19 10:35 · 32 images

https://www.tiktok.com/@cristina.cris119/video/7664185821095791893

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eagle · fetched 2026-07-26 08:28 · 1.6 MB downloaded · 24 images

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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.

#viral #foryourpage #recommendations #photodump #Friends

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.

TikTok @gxisisif

rtx4090-24-02 · 16 chars · 2 frames

Hashtags

#viral#recommendations#friends#foryourpage#photodump