@halijilll

photoMD · tier C

halijilll · 23 followers · 2025-06-29 08:03 · 1 images

eagle · fetched 2026-07-26 08:28 · 643.5 KB downloaded · 1 images

plays

522

likes

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.

#virał #viralvideos #fyp #foryoupageofficiall❤️❤️tiktok #1111111 #foryoupage #foryoupag #fypシ゚ #foru #carlasdreams #suntdoarunom

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.

sunt doär un om ce trece prin timp"

rtx5070-16 · 34 chars · 1 frames

Hashtags

#fyp#fypシ#foryoupage#viralvideos#carlasdreams#foru#foryoupageofficiall#virał#foryoupag#1111111#suntdoarunom