@emilianbesliu1

photoMD · tier dormant

emilianbesliu · 6,189 followers · 2023-09-09 11:18 · 2 images

eagle · fetched 2026-07-26 08:28 · 134.3 KB downloaded · 2 images

plays

4,739

likes

192

comments

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.

#брат #foryou #pekomeндации

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.

ЖУ' {"Ш1Щ> &шху >'ош&

rtx4090-24-02 · 21 chars · 2 frames

Hashtags

#foryou#брат#pekomeндации