@mafia.com003

photoMD · tier C

<Artiom_😉 · 178 followers · 2026-07-04 06:03 · 4 images

eagle · fetched 2026-07-26 08:28 · 345.9 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.

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.

&@yakobltd | Tale) J@ yakobltd

m5-vision · 30 chars · 2 frames