@samcarsmd

photoMD · tier B

samcarsmd · 7,222 followers · 2026-03-25 10:02 · 6 images

eagle · fetched 2026-07-26 08:28 · 896.4 KB downloaded · 6 images

plays

78,127

likes

864

comments

400

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

Opel Astra GLUMIN MD WIZ

Keyphrases

opelastraпродамSE VINDEOpel Astra G 20031.6 gaz/benzin

gpt-4.1-nano · prompt v4 · $0.000109 · 2026-07-26 18:21

Caption

Author-written, as posted.

#opelastra #g #sevinde #moldova #продам

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.

SE VINDE! Opel Astra G 2003 1.6 gaz/benzin LUMIN MD WIZ: 733• 1100€ | OPEL MD WIZ 733• ASTRA

rtx4090-24-02 · 77 chars · 2 frames

Hashtags

#moldova#продам#sevinde#G#opelastra