@jonny.tk0

photoMD · tier C

JONN’Y · 155,336 followers · 2026-05-21 10:13 · 1 images

eagle · fetched 2026-07-26 08:28 · 90.1 KB downloaded · 1 images

plays

12,184

likes

306

comments

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.

#creatorsearchinsights #foryou #fyp #trending #foryoupage

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.

Лииа ол: 1

m5-vision · 0 chars · 0 frames

Hashtags

#foryou#fyp#foryoupage#creatorsearchinsights#trending