@ruslanvitan

photoMD · tier dormant

Auto Help · 226 followers · 2025-11-21 11:35 · 2 images

eagle · fetched 2026-07-26 08:28 · 686.3 KB downloaded · 2 images

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Topic

economy_businessconf 0.80neutralcommercial

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

Keyphrases

2477 4,1 НЕ! ₽ 4373тТэ 1 БА€74994 '225+13194226+75 765

gpt-4.1-nano · prompt v4 · $0.000109 · 2026-07-26 18:35

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.

2477 4,1 НЕ! ₽ 4373 @ тТэ 1 БА€74=| ' 01 6 '76 994 '225 | +13194226' т7 П +75 765 , 225 #ап;-@-ь 076994229

rtx5070-16 · 106 chars · 2 frames