@samcarsmd

photoMD · tier B

samcarsmd · 7,222 followers · 2026-03-31 13:16 · 4 images

eagle · fetched 2026-07-26 08:28 · 660.0 KB downloaded · 4 images

plays

36,355

likes

463

comments

146

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

MercedesW210

Keyphrases

продамSE VINDEMercedes E-Class

gpt-4.1-nano · prompt v4 · $0.000099 · 2026-07-26 18:21

Caption

Author-written, as posted.

#мерседес #w210 #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)

easyocr

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

SE VINDE! Mercedes E-Class 2.7 disel MD LHI: 592 2000€ | MD LHI: 522

rtx4090-24-02 · 62 chars · 2 frames

Hashtags

#w210#moldova#продам#sevinde#мерседес