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@obraz491

photoMD · tier C

| MDA | CMP · 222 followers · 2026-06-16 09:02 · 9 images

https://www.tiktok.com/@obraz491/video/7651916102598970644
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eagle · fetched 2026-07-26 08:28 · 746.4 KB downloaded · 9 images

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Topic
weather_environmentconf 0.60neutral
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
highways
Keyphrases
HIGHWAYSEXIT ONLYKM/H

gpt-4.1-nano · prompt v5 · $0.000117 · 2026-07-27 05:07

Caption
Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

HIGHWAYS P RoADPOINTS Cl € E999BM 05 KM/H 0043,5 8 @ . | 7eu EXIT P ExIT OnLY ExIt ONLY C4Me 7af 0 6 KM/H 0043,5 8 @ ' ONLY Eit WMi gead

m5-vision · 112 chars · 2 frames