@transport350

photoMD · tier C

MQW... · 471 followers · 2025-01-02 13:07 · 1 images

eagle · fetched 2026-07-26 08:28 · 66.0 KB downloaded · 1 images

plays

2,329

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

marfa

Keyphrases

transport marfatransportmarfa

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 18:25

Caption

Author-written, as posted.

#AAALASPARATUCURRO #transport #marfa #transportmarfa

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.

15.03 0 =,| 27% transport marfa national si international antas7 Po

rtx4090-24-02 · 67 chars · 1 frames

Hashtags

#transport#transportmarfa#marfa#AAALASPARATUCURRO