@01.03.20160

photoMD · tier C

алекс · 46 followers · 2026-06-16 17:31 · 1 images

eagle · fetched 2026-07-26 08:28 · 26.2 KB downloaded · 1 images

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Topic

humor_memesconf 0.60positive

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Keyphrases

спасибо всем вам21 патпишикаактив

gpt-4.1-nano · prompt v5 · $0.000114 · 2026-07-27 12:58

Caption

Author-written, as posted.

# спасибо всем вам

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-visioncyrillic

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

всем привет спасибо всем вам за 21 патпишика и за актив

m5-vision · 55 chars · 1 frames