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@constanti.86

photoMD · tier dormant

Malachi Constantin · 2,310 followers · 2026-05-02 21:33 · 6 images

https://www.tiktok.com/@constanti.86/video/7635410695147769121
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eagle · fetched 2026-07-26 08:28 · 974.7 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.

Mă bucur nespus de mult că am petrecut o zi atât de frumoasă cu copiii mei dragi! Vă iubesc, scumpii mei! ❤️ #familie #momentememorabile #dragoste

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.

Frumosii lui tata

m5-vision · 17 chars · 1 frames

Hashtags
#dragoste#familie#momentememorabile