@ion_stoianov

photoMD · tier A

ion_stoianov · 238 followers · 2026-07-24 11:37 · 1 images

eagle · fetched 2026-07-26 08:28 · 536.5 KB downloaded · 1 images

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171

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comments

Topic

real_estateconf 0.40neutral

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

Entities

5е ека 96 Ф45 '07 1 ₽АЗТ

Keyphrases

ON-SCREEN5е ека 96 Ф45 '07 1 ₽АЗТТЕК

gpt-4.1-nano · prompt v5 · $0.000131 · 2026-07-27 05:08

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-vision

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

5е ека 9 # 6 Ф ~ 45 '0 (7 1 ₽АЗТ] 4ок= Ме Й € $ ( 5 $ 3 пАнт _Аяя ! {Ч(Я ТЕК

m5-vision · 63 chars · 1 frames