@ciobanuliudmila

photoMD · tier C

ciobanuliudmila · 749 followers · 2026-07-02 14:34 · 1 images

eagle · fetched 2026-07-26 08:28 · 122.3 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.

с#днем#рождения#моя#любовь#рекомендации❤️❤️❤️❤️❤️❤️❤

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-visioncyrillic

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

2 1 месяц! Мике се2о;ня

m5-vision · 22 chars · 1 frames

Hashtags

#рекомендации#любовь#моя#днём#рождения