@samcarsmd

photoMD · tier B

samcarsmd · 7,222 followers · 2026-04-19 23:23 · 3 images

eagle · fetched 2026-07-26 08:28 · 619.3 KB downloaded · 3 images

plays

88,389

likes

2,253

comments

705

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

BMW3 seriesSevinde

Keyphrases

BMW 3 seriesпродам

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

Caption

Author-written, as posted.

#bmw #3series #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! BMW 3 series 2.0 vanos HO SQM • 568 800€ | SQM: 568

rtx4090-24-02 · 59 chars · 2 frames

Hashtags

#moldova#bmw#продам#sevinde#3series