@ruslanvitan

photoMD · tier dormant

Auto Help · 226 followers · 2025-11-20 10:02 · 2 images

eagle · fetched 2026-07-26 08:28 · 582.2 KB downloaded · 2 images

plays

1,038

likes

comments

Topic

real_estateconf 0.60neutralcommercial

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

Entities

+373 76 994225

Keyphrases

агр-_ы

gpt-4.1-nano · prompt v5 · $0.000114 · 2026-07-27 05:07

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.

P '97r87889426 TTD YIl +373 76 994225 | 3 ~агр-_ы

rtx4090-24-02 · 50 chars · 2 frames