@arturcikk

photoMD · tier dormant

Artur · 873 followers · 2025-08-20 19:12 · 5 images

eagle · fetched 2026-07-26 08:28 · 3.1 MB downloaded · 5 images

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Topic

vehiclesconf 0.80neutral

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

Entities

FRC 04.207 PEMA

Keyphrases

дальнобойдрузьяколегидальнобойщики

gpt-4.1-nano · prompt v5 · $0.000123 · 2026-07-27 12:03

Caption

Author-written, as posted.

#daf #дальнобой #друзья #колеги #дальнобойщики

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)

easyocrcyrillic

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

FRC 04.207 PEMA У водителя есть 4 уровня | 13:51 1/10 4G+ 52 X 1 уровень IC OU 828

rtx5070-16 · 74 chars · 2 frames

Hashtags

#друзья#дальнобойщики#DAF#дальнобой#колеги