@2003karyna

photoMD · tier A

🕉2003karyna Matei ♌️ · 12,767 followers · 2026-07-16 13:33 · 4 images

eagle · fetched 2026-07-26 08:28 · 1.8 MB downloaded · 4 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.

r cahul

m5-vision · 7 chars · 1 frames