@vladyroooo

photoMD · tier C

VladYRO · 1,259 followers · 2026-07-22 18:17 · 2 images

eagle · fetched 2026-07-26 08:28 · 110.5 KB 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.

#fyp

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)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

SUR-RON Kuklin G4

rtx4090-24-01 · 15 chars · 2 frames

Hashtags

#fyp