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@tirtrans2

photoMD · tier C

TirTrans · 25 followers · 2026-06-04 10:36 · 2 images

https://www.tiktok.com/@tirtrans2/video/7647487224828677384
Image 1 of 2Image 2 of 2

eagle · fetched 2026-07-26 08:28 · 218.0 KB downloaded · 2 images

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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 vamalecheltuieliEuropa L21 10

gpt-4.1-nano · prompt v4 · $0.000109 · 2026-07-26 18:41

Caption
Author-written, as posted.

#fyp #romania #grecia

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 L21 10 | Grecia 200-300km 9 Traseu monitorizat fara puncte vamale dePlata intre 5000-9000€ a Cheltuieli din partea noastra

rtx4090-24-02 · 134 chars · 2 frames

Hashtags
#fyp#romania#grecia