@bivol.d

photoMD · tier C

Dmitry Bivol · 1,375,752 followers · 2026-05-23 12:45 · 6 images

eagle · fetched 2026-07-26 08:28 · 2.2 MB 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.

See you on May 30th.

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)

easyocrcyrillic

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

6 (з <о6ч^ ШЕВ 22* &3 | ( (Зё(

rtx4090-24-01 · 31 chars · 2 frames