@samcarsmd

photoMD · tier B

samcarsmd · 7,222 followers · 2026-06-28 13:41 · 5 images

eagle · fetched 2026-07-26 08:28 · 453.9 KB downloaded · 5 images

plays

5,556

likes

comments

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 VectraMoldova

Keyphrases

opelvectrasevindeпродам

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:21

Caption

Author-written, as posted.

#opelvectra #sevinde #opel #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)

easyocr

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

SE VINDE! Opel Vectra 1.6 benzin 900€ 062087770

rtx4090-24-02 · 46 chars · 2 frames

Hashtags

#moldova#продам#opel#sevinde#opelvectra