@tirtrans2

photoMD · tier C

TirTrans · 25 followers · 2026-05-29 16:32 · 2 images

eagle · fetched 2026-07-26 08:28 · 364.9 KB downloaded · 2 images

plays

158

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

Grecia

Keyphrases

cautare de soferiEuropaTraseu monitorizatfara puncte vamalePlata intre 5000-9000€

gpt-4.1-nano · prompt v4 · $0.000108 · 2026-07-26 18:41

Caption

Author-written, as posted.

#romania #grecia #fyp

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.

In cautare de soferi Europa | *T Grecia 200-300km Traseu monitorizat fara puncte vamale Plata intre 5000-9000€ Cheltuieli din partea noastra 12332

rtx4090-24-02 · 139 chars · 2 frames

Hashtags

#fyp#romania#grecia