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@dez.md

photoMD · tier A

dez.md · 1,686 followers · 2026-07-19 16:03 · 4 images

https://www.tiktok.com/@dez.md/video/7664270371268365589
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eagle · fetched 2026-07-26 08:28 · 1.2 MB downloaded · 4 images

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Topic
vehiclesconf 0.95neutralcommercial
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
Toyota Urban Cruiser
Keyphrases
vinzare R16195/60Toyota Urban CruiserPret 390euro

gpt-4.1-nano · prompt v4 · $0.000102 · 2026-07-26 18:31

Caption
Author-written, as posted.

De vinzare R16 195/60 Toyota Urban Cruiser Pret 390euro.

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.

EMIRING Toyota Urban Cruiser 5x114 R16 | 0S03902 195/60R16 89H

m5-vision · 62 chars · 2 frames