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@serghei.cazac2

photoMD · tier B

Serghei•₩_offcial · 854 followers · 2026-07-07 20:09 · 1 images

https://www.tiktok.com/@serghei.cazac2/video/7659880603122208020
Image 1 of 1

eagle · fetched 2026-07-26 08:28 · 38.1 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.

No caption. True for 83.6% of the corpus.

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.

hai columbia cu o victorie O•m 0001 DE

m5-vision · 38 chars · 1 frames