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@dez.md

photoMD · tier A

dez.md · 1,686 followers · 2026-07-23 14:37 · 9 images

https://www.tiktok.com/@dez.md/video/7665732542024224020
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eagle · fetched 2026-07-26 08:28 · 1.2 MB downloaded · 9 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.

Piese Auto BMW X3 G01 (2018-2024) Pentru mai multa informatie accesati sit-ul www.dez.md

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.

BMW X3 GO1 (2018-2024) @ DEZ.MD | DEZMD

m5-vision · 38 chars · 2 frames