@vqd1mx

photoMD · tier C

194  · 582 followers · 2026-06-26 05:09 · 2 images

eagle · fetched 2026-07-26 08:28 · 267.3 KB downloaded · 2 images

plays

1,240

likes

comments

Topic

humor_memesconf 0.80positive

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

Entities

АльфаPROJAPERpolovina

Keyphrases

#fyyyyyyyyyyyyyyyyyyy#stiu_ca_nu_o_sa__ajunga_pe_foryou#500kviews#xybca#viraltiktok

gpt-4.1-nano · prompt v5 · $0.000134 · 2026-07-27 13:01

Caption

Author-written, as posted.

#fyyyyyyyyyyyyyyyyyyy #stiu_ca_nu_o_sa__ajunga_pe_foryou #500kviews #xybca #viraltiktok

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-visioncyrillic

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

Кто такие владельцы Альфы "PROJAPER | polovina @polovinapolovin сука, это люди у которых в жизни из минусов только клема на аккумуляторе

m5-vision · 136 chars · 2 frames

Hashtags

#viraltiktok#xybca#fyyyyyyyyyyyyyyyyyyy#500kviews#stiu_ca_nu_o_sa__ajunga_pe_foryou