@carflow093

photoMD · tier B

CarFlow · 395 followers · 2026-05-29 19:11 · 2 images

eagle · fetched 2026-07-26 08:28 · 82.0 KB downloaded · 2 images

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572

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comments

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

BMW

Keyphrases

CarFlowbmwbencitatcar

gpt-4.1-nano · prompt v5 · $0.000116 · 2026-07-27 17:05

Caption

Author-written, as posted.

#CarFlow#bmw#ben#citat#car

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.

E mai ușor să... | E mai ușor să tragi un Fum decât să te ridici Zece ori la bară EAZ

rtx5070-16 · 80 chars · 2 frames

Hashtags

#car#bmw#citat#ben#CarFlow