@serhgeigodoroja

photoMD · tier B

Serghei 776 · 6,318 followers · 2026-07-18 17:47 · 1 images

eagle · fetched 2026-07-26 08:28 · 95.7 KB downloaded · 1 images

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Topic

humor_memesconf 0.90neutral

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

Keyphrases

Не судите 0 человеке по первому впечатлениюОсновное дерьмо всплывёт позже

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 08:02

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)

macos-visioncyrillic

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

Не судите о человеке по первому впечатлению . Основное дерьмо всплывёт позже

m5-vision · 76 chars · 1 frames