@vlad_postolachi

photoMD · tier B

VLD888 · 3,904 followers · 2026-07-09 17:22 · 8 images

eagle · fetched 2026-07-26 08:28 · 3.5 MB downloaded · 8 images

plays

53,639

likes

1,868

comments

166

137

Topic

vehiclesconf 0.90neutralcommercial

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

Entities

BMWAffalterbach

Keyphrases

g30bmwfyp

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:10

Caption

Author-written, as posted.

#g30 #bmw #fyp

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.

S-ameritat? (TIxa 1EE9S MD VLD 888 WAME Affalterbach. Home of Driving Performance._ en | MD VLD 888 GuMvea7o MaUto 060 107 20 Intesauto Outn

m5-vision · 84 chars · 2 frames

Hashtags

#fyp#bmw#g30