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@tolea_727

photoMD · tier C

smash_779 · 376 followers · 2026-07-13 16:55 · 1 images

https://www.tiktok.com/@tolea_727/video/7662057199182679317
Image 1 of 1

eagle · fetched 2026-07-26 08:28 · 264.4 KB downloaded · 1 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.

#fyppppppppppppppppppppppp #viral #motolovers❤️ #top #foryou

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.

@)зшаз" У>=г )@$] #во ша п~т

m5-vision · 20 chars · 1 frames

Hashtags
#foryou#viral#top#fyppppppppppppppppppppppp#motolovers