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@emareal.oficeal

photoMD · tier B

EmaReal oficeal · 27 followers · 2026-07-18 07:47 · 1 images

https://www.tiktok.com/@emareal.oficeal/video/7663771494421400840
Image 1 of 1

eagle · fetched 2026-07-26 08:28 · 44.6 KB downloaded · 1 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.

No caption. True for 83.6% of the corpus.

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.