@dez.md

photoMD · tier A

dez.md · 1,686 followers · 2026-07-21 12:15 · 1 images

eagle · fetched 2026-07-26 08:28 · 300.6 KB downloaded · 1 images

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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

dez.md

Keyphrases

piese autoanunțuri rapideVinde piese auto

gpt-4.1-nano · prompt v4 · $0.000102 · 2026-07-26 18:31

Caption

Author-written, as posted.

📢 Vinde piese auto rapid pe www.dez.md⁠� ✔ Clienți reali ✔ Anunțuri rapide Publică anunțul pe www.dez.md⁠�

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.

PIESE AUTO DE VÂNZARE! TOATÃ LUMEA CAUTĂ PE WWW.DEZ.MD

m5-vision · 54 chars · 1 frames