@marat_ktm85

photoMD · tier C

marat_ktm85 · 2,637 followers · 2026-04-24 19:29 · 1 images

eagle · fetched 2026-07-26 08:28 · 1.4 MB downloaded · 1 images

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comments

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.

#bmwmotorsport #yamaha #hondadioaf27😈 #mbkbooster😈 #bmws1000rr

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.

Ran, produced no text.

Hashtags

#bmwmotorsport#bmws1000rr#yamaha#hondadioaf27#mbkbooster