@victor101998

photoMD · tier C

victor101998 · 2,715 followers · 2026-03-18 17:12 · 1 images

eagle · fetched 2026-07-26 08:28 · 43.8 KB downloaded · 1 images

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1,018

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comments

Topic

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

Entities

Keyphrases

ЖИЗНЬ КАК МАСТЬиграть красиво

gpt-4.1-nano · prompt v5 · $0.000121 · 2026-07-27 15:02

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.

ЖИЗНЬ КАК МАСТЬ, НЕ ВСЕГДА КОЗЫРНАЯ, НО ИГРАТЬ НАДО КРАСИВО A A A A [email protected]

m5-vision · 80 chars · 1 frames