@halijilll

photoMD · tier C

halijilll · 23 followers · 2025-07-02 09:59 · 1 images

eagle · fetched 2026-07-26 08:28 · 247.0 KB downloaded · 1 images

plays

351

likes

comments

Topic

humor_memesconf 0.60positive

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Keyphrases

virałviralvideosfypforyoupageofficiall

gpt-4.1-nano · prompt v4 · $0.000101 · 2026-07-26 18:15

Caption

Author-written, as posted.

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

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.

de multe ori ... nu i nevoie de mult, dar nu oricine poate ..

m5-vision · 61 chars · 1 frames

Hashtags

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