@mcs_

photoMD · tier dormant

MCS · 3,478 followers · 2025-11-15 16:25 · 7 images

eagle · fetched 2026-07-26 08:28 · 487.1 KB downloaded · 7 images

plays

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likes

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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.

Lotus emira first edition Moldova 🇲🇩 #moldova #chisinaumoldova🇲🇩 #lotus #lotusemira @LOTUS 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)

easyocrcyrillic

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

19 ЧЯ | Vestiar

rtx5070-16 · 15 chars · 2 frames

Hashtags

#moldova#chisinaumoldova#lotus#lotusemira