@y0.luk9

photoMD · tier C

9📈 · 625 followers · 2026-06-29 19:19 · 7 images

eagle · fetched 2026-07-26 08:28 · 764.3 KB downloaded · 7 images

plays

2,579

likes

108

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.

#Summer #fyp #viral #slideshow @vvvvvvvvvvvvvvv_tr

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.

rtx4090-24-01 · 2 chars · 2 frames

Hashtags

#viral#fyp#Summer#slideshow