@bulmaga5

photoMD · tier C

Nalu🇲🇩⚔️67 · 380 followers · 2026-05-31 10:11 · 2 images

eagle · fetched 2026-07-26 08:28 · 1.1 MB downloaded · 2 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.

454 KKD | 23058 ENERGY DRINK FRUPS xD d

m5-vision · 37 chars · 2 frames