@mds_nelu

photoMD · tier C

nelu · 336 followers · 2026-04-21 20:37 · 1 images

eagle · fetched 2026-07-26 08:28 · 75.7 KB downloaded · 1 images

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Topic

culture_historyconf 0.60neutral

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

Entities

СВОИ

Keyphrases

СВОИ - ЭТО НЕ ТЕ, КТО СЛУШАЮТСВОИ - ЭТО ТЕ, КТО СЛЫШАТ

gpt-4.1-nano · prompt v5 · $0.000125 · 2026-07-27 17:01

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.

СВОИ - ЭТО НЕ ТЕ, КТО СЛУШАЮТ... СВОИ - ЭТО ТЕ, КТО СЛЫШАТ...

m5-vision · 61 chars · 1 frames