@official.md.sergiu

photoMD · tier C

official md Sergiu · 1,004 followers · 2025-11-07 03:24 · 1 images

eagle · fetched 2026-07-26 08:28 · 406.9 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)

easyocr

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

LA MULTI AANI SERGIU

rtx4090-24-02 · 20 chars · 1 frames