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photoMD · tier C

George · 326 followers · 2026-04-01 06:36 · 8 images

eagle · fetched 2026-07-26 08:28 · 3.4 MB downloaded · 8 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.

📸 Canon eos 5D MKII #carphotography #bmw #m5f90 #cars #fyp

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.

ТОН ВШ 32 | Т055 НМ В. 00

m5-vision · 24 chars · 2 frames

Hashtags

#fyp#cars#bmw#m5f90#carphotography