@jnk_media

photoMD · tier C

𝓙𝓝𝓚 · 1,026 followers · 2026-06-12 12:49 · 6 images

eagle · fetched 2026-07-26 08:28 · 2.3 MB downloaded · 6 images

plays

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comments

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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.

#m5f10 #m5f10competition #f10m5 #fyp #foryoupage | @david._vainberg | @฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀฀

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.

8105 X-cessgenz MOTUL 52884!0 | М5

m5-vision · 2 chars · 1 frames

Hashtags

#fyp#foryoupage#m5f10#m5f10competition#f10m5