@stefan_official4

photoMD · tier B

ștefan_official.14 · 1,101 followers · 2026-07-13 17:28 · 3 images

eagle · fetched 2026-07-26 08:28 · 214.5 KB downloaded · 3 images

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436

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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.

#tiktok #fupシ #fypシ

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.

Ran, produced no text.

Hashtags

#tiktok#fypシ#fupシ