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@niko_qw4

photoMD · tier B

𝓜𝓲𝓼𝓼 𝓝🪽 · 269 followers · 2026-07-17 13:58 · 4 images

https://www.tiktok.com/@niko_qw4/video/7663495957329399061
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eagle · fetched 2026-07-26 08:28 · 352.5 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.

#sunset #rge #fypシ゚viral #elbruso

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

OO

rtx4090-24-01 · 2 chars · 2 frames

Hashtags
#fypシ#sunset#rge#elbruso