@igorka_ne_major

photoMD · tier B

grz.igor · 739 followers · 2026-07-14 21:00 · 2 images

eagle · fetched 2026-07-26 08:28 · 388.7 KB downloaded · 2 images

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Topic

vehiclesconf 0.90neutral

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

Entities

BMWbmwmotorsportbmwe34

Keyphrases

#bmwmotorsport#bmwe34#бэха#бмве34м5

gpt-4.1-nano · prompt v4 · $0.000105 · 2026-07-26 18:06

Caption

Author-written, as posted.

#bmwmotorsport #bmwe34 #бэха #бмве34м5

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)

easyocr

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

-SHD 677 IAH 449 | IAH HD 449• @ URZIr Net

rtx4090-24-02 · 37 chars · 2 frames

Hashtags

#bmwmotorsport#bmwe34#бэха#бмве34м5