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@kaps.auto1

photoMD · tier B

KAPS-AUTO · 5,906 followers · 2026-05-21 18:00 · 12 images

https://www.tiktok.com/@kaps.auto1/video/7642406557262581012
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eagle · fetched 2026-07-26 08:28 · 3.5 MB downloaded · 12 images

plays
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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
BMWe46
Keyphrases
Продам! BMW e46Шикарное состояниеЦена 3600 г

gpt-4.1-nano · prompt v4 · $0.000103 · 2026-07-26 18:04

Caption
Author-written, as posted.

#kapsauto #рекомендации #fyp #bmw

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.

Продам! BMW e46 % 2.0 benzin Шикарное состояние Цена 3600 г 076006032 GVC • 588 BMW | MD GVC ® 588 BMW

m5-vision · 102 chars · 2 frames

Hashtags
#fyp#рекомендации#bmw#kapsauto