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@samcarsmd

photoMD · tier B

samcarsmd · 7,222 followers · 2026-07-01 01:16 · 8 images

https://www.tiktok.com/@samcarsmd/video/7657362275501722901
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eagle · fetched 2026-07-26 08:28 · 685.7 KB downloaded · 8 images

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Topic
vehiclesconf 0.90neutralcommercial
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
BMWe34Moldova
Keyphrases
продажавтоSE VINDEидеальное состояние

gpt-4.1-nano · prompt v4 · $0.000101 · 2026-07-26 18:21

Caption
Author-written, as posted.

#bmw #e34 #sevinde #moldova #продажавто

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

SE VINDE! BMW e34 идеальное состояние 2300€ MD URP 60 062087770

m5-vision · 63 chars · 1 frames

Hashtags
#moldova#bmw#sevinde#e34#продажавто