@official.md.sergiu

photoMD · tier C

official md Sergiu · 1,004 followers · 2024-02-19 21:05 · 1 images

eagle · fetched 2026-07-26 08:28 · 224.0 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.

Entities

Мамаsergiu

Keyphrases

БЕРЕГИТЕ МАМПОКА- ОНИ ЖЫВЫMAMA ВАМ ПОДПРИЛА ЖЫЗНЬ

gpt-4.1-nano · prompt v4 · $0.000109 · 2026-07-26 18:20

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)

easyocrcyrillic

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

БЕРЕГИТЕ МАМ. ПОКА- ОНИ ЖЫВЫ !!!!!! MAMA ВАМ ПОДПРИЛА ЖЫЗНЬ & : @official.md sergiu

rtx4090-24-02 · 74 chars · 1 frames