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@malai_777

photoMD · tier A

￴ ￴￴ ￴￴￴￴ ￴￴ ￴￴￴￴ · 73 followers · 2026-06-18 08:13 · 4 images

https://www.tiktok.com/@malai_777/video/7652645585912106261
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eagle · fetched 2026-07-26 08:28 · 573.4 KB downloaded · 4 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.

#creatorsearchinsights #BMWI8

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

MD 619 XHX | Шв ХНХ ( 619

rtx4090-24-01 · 25 chars · 2 frames

Hashtags
#creatorsearchinsights#bmwi8