@vlad_zoneey

photoMD · tier B

_Vlad|k · 1,478 followers · 2026-06-16 19:55 · 2 images

eagle · fetched 2026-07-26 08:28 · 146.0 KB downloaded · 2 images

plays

4,621

likes

154

comments

Topic

humor_memesconf 0.90positive

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

Keyphrases

viralrecommendationsvizualizărilipsingurileşcoala

gpt-4.1-nano · prompt v4 · $0.000101 · 2026-07-26 18:21

Caption

Author-written, as posted.

#viral #fyppp #recommendations #fyyy

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)

easyocrcyrillic

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Cum.... | Cum mã simt când un videoclip are mai multe vizualizări decât toate lipsingurile din şcoala

rtx4090-24-02 · 84 chars · 2 frames

Hashtags

#viral#recommendations#fyppp#fyyy