@revsebcrew.rsc

photoMD · tier C

𝑹𝑺𝑪® · 541 followers · 2026-06-04 07:18 · 3 images

eagle · fetched 2026-07-26 08:28 · 1.1 MB downloaded · 3 images

plays

725

likes

comments

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

BMWLiviu.spotsSasha.spotsmatMediaGBRGeorgeDarius.MedialmzhRevSeb_Crew_shots

Keyphrases

#bmw#m5f90#m5bmwmotorsport

gpt-4.1-nano · prompt v4 · $0.000127 · 2026-07-26 18:21

Caption

Author-written, as posted.

#bmw #m5f90 #m5 #fyp #bmwmotorsport @Liviu.spots® @Sasha.spots @matMedia @GBR @George @𝕯𝖆𝖗𝖎𝖚𝖘.𝕸𝖊𝖉𝖎𝖆 @mzh @RevSeb_Crew_shots @. @𝕸𝖊𝖉𝖎𝖆

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.

Е П ((;7 Ш@ а [=Й) Е = | 1} (-@! 6996 МТК @ЕУЗЕВС@ЕШ | DE SENSI lapas MTK REVSEBCREW sEhorAS PEluoUERI cafmea 6996

rtx4090-24-01 · 114 chars · 2 frames

Hashtags

#fyp#bmw#bmwmotorsport#m5#m5f90