@avant_md01

photoMD · tier B

Avant · 1,184 followers · 2026-04-03 20:42 · 4 images

eagle · fetched 2026-07-26 08:28 · 176.3 KB downloaded · 4 images

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likes

122

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.

#m240i #b58 #bmw #stage #moldova

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.

94 MMM | 57 )>

rtx4090-24-01 · 14 chars · 2 frames

Hashtags

#moldova#bmw#stage#b58#m240i