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@van1a416

photoMD · tier C

Vanea{••} · 1,334 followers · 2026-07-10 21:31 · 6 images

https://www.tiktok.com/@van1a416/video/7661015020075109652
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eagle · fetched 2026-07-26 08:28 · 658.7 KB downloaded · 6 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.

фотки

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.