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@negru_23

photoMD · tier A

Negru · 3,404 followers · 2026-06-20 19:07 · 9 images

https://www.tiktok.com/@negru_23/video/7653556387301117204
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eagle · fetched 2026-07-26 08:28 · 4.2 MB downloaded · 9 images

plays
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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.

MERCEDES 211 2006 3.0 diesel 069659000 10.4999€

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.

320CDI E 4x4 Cidi 320 | Ч1

m5-vision · 20 chars · 1 frames