@madal1nop

photoMD · tier B

🏴‍☠️ · 349 followers · 2026-07-01 04:12 · 11 images

eagle · fetched 2026-07-26 08:28 · 843.5 KB downloaded · 11 images

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likes

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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.

💜😻🪽 #viper #celmaifrumosviper125 #foryoupage #moldova #foryou

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.

VIPER | 00 dan

m5-vision · 14 chars · 2 frames

Hashtags

#foryou#foryoupage#moldova#viper#celmaifrumosviper125