@tirtrans2

photoMD · tier C

TirTrans · 25 followers · 2026-05-28 11:42 · 2 images

eagle · fetched 2026-07-26 08:28 · 260.9 KB downloaded · 2 images

plays

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comments

Topic

economy_businessconf 0.90neutralcommercial

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

EuropaGrecia

Keyphrases

cautare de soferitraseu monitorizatfara puncte vamaleE*Platacheltuieli din partea noastra

gpt-4.1-nano · prompt v4 · $0.000110 · 2026-07-26 18:41

Caption

Author-written, as posted.

#romania #romania #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)

macos-vision

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

In cautare de soferi Europa | Grecia 200-300km 9 Traseu monitorizat fara puncte vamale E*Plata intre 5000-9000€ * Cheltuieli din partea noastra

m5-vision · 143 chars · 2 frames

Hashtags

#fyp#romania