@madalin6454

photoMD · tier C

🥷🏼 · 417 followers · 2026-05-14 09:58 · 3 images

eagle · fetched 2026-07-26 08:28 · 242.7 KB downloaded · 3 images

plays

832

likes

comments

Topic

vehiclesconf 0.90positive

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

Entities

SCANIA

Keyphrases

Brazilian styleEuropean styleAmerican style

gpt-4.1-nano · prompt v4 · $0.000095 · 2026-07-26 18:22

Caption

Author-written, as posted.

Brazilian style😍😍🇧🇷

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.

Verbist SCANIA European style.. SCAN SCANIA | American style

rtx4090-24-02 · 53 chars · 2 frames