@vladimir.cebotaru

photoMD · tier dormant

Vladimir.Cebotaru · 3,026 followers · 2025-11-08 16:39 · 2 images

eagle · fetched 2026-07-26 08:28 · 234.9 KB downloaded · 2 images

plays

6,052

likes

comments

Topic

vehiclesconf 0.90positive

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

Entities

bmwmotorsport

Keyphrases

foryouviralebmwmotorsportshow me the last pic you took of your car

gpt-4.1-nano · prompt v4 · $0.000103 · 2026-07-26 18:05

Caption

Author-written, as posted.

#foryou #foryoupage #virale #bmwmotorsport

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.

without cheating show me the last pic you took of your car | now MD GFF * 365

rtx4090-24-01 · 73 chars · 2 frames

Hashtags

#foryou#foryoupage#bmwmotorsport#virale