@carauto011

photoMD · tier A

BLACK AUTO Cash/Credit · 7,163 followers · 2026-07-02 20:24 · 6 images

eagle · fetched 2026-07-26 08:28 · 2.0 MB downloaded · 6 images

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Topic

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

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#patrol #m57 #swap #y61

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-vision

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

Mo 1 8i8 | 4

m5-vision · 3 chars · 1 frames

Hashtags

#patrol#m57#swap#y61