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@hawjahja

photoMD · tier B

𝖁𝖊𝖗𝖙ï𝖝 · 9 followers · 2026-07-20 13:36 · 6 images

https://www.tiktok.com/@hawjahja/video/7664603607290907924
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eagle · fetched 2026-07-26 08:28 · 999.7 KB downloaded · 6 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.

#capcut #car #creatorsearchinsights #alightmotion #bmwmotorsport

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.

nited States NO PARKING | No PARKING

m5-vision · 36 chars · 2 frames

Hashtags
#CapCut#car#creatorsearchinsights#bmwmotorsport#alightmotion