@artiom_2011aa

photoMD · tier B

ARTEM╰‿╯4IK · 356 followers · 2026-06-05 17:45 · 2 images

eagle · fetched 2026-07-26 08:28 · 386.0 KB downloaded · 2 images

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Topic

vehiclesconf 0.90neutral

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

Entities

bmwe39m5

Keyphrases

#bmwe39m5

gpt-4.1-nano · prompt v4 · $0.000098 · 2026-07-26 18:34

Caption

Author-written, as posted.

#bmwe39m5

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-visioncyrillic

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

C3O2HK | 4827 нН #ЕЕЛА - ДАПА Чив=вца СЗО2НК аииимнрм 1}о₽ 16

m5-vision · 55 chars · 2 frames

Hashtags

#bmwe39m5