@carflow093

photoMD · tier B

CarFlow · 395 followers · 2026-06-13 15:09 · 2 images

eagle · fetched 2026-07-26 08:28 · 211.4 KB downloaded · 2 images

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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

BMW

Keyphrases

#fip#bmw

gpt-4.1-nano · prompt v5 · $0.000112 · 2026-07-27 17:05

Caption

Author-written, as posted.

#fip#bmw

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.

ты такои странныи в посАеАнее время | Я: Жынуынши +фнен~

rtx4090-24-02 · 56 chars · 2 frames

Hashtags

#bmw#fip