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@sofia.madan6

photoMD · tier B

𝓢𝓸𝓯𝓲𝓪 ✨ · 128 followers · 2026-07-19 07:44 · 12 images

https://www.tiktok.com/@sofia.madan6/video/7664141845168917780
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eagle · fetched 2026-07-26 08:28 · 817.4 KB downloaded · 12 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.

@millenaaciornii❤️❤️ @Iuliana Beregoi @𝓐 #friendship

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.

de sofia madan6 | [email protected]

m5-vision · 32 chars · 2 frames

Hashtags
#friendship