@vqd1mx

photoMD · tier C

194  · 582 followers · 2026-06-11 20:25 · 1 images

eagle · fetched 2026-07-26 08:28 · 518.9 KB downloaded · 1 images

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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.

Keyphrases

#fyyyyyyyyyyyyyyyyyyy#stiu_ca_nu_o_sa__ajunga_pe_foryou#500kviews#xybca#viraltiktok

gpt-4.1-nano · prompt v5 · $0.000129 · 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.

<Поломя> несуществует ~ТЕЕЫ ~ [сна 'БАШ@ [кЕ Шовш

m5-vision · 37 chars · 1 frames

Hashtags

#viraltiktok#xybca#fyyyyyyyyyyyyyyyyyyy#500kviews#stiu_ca_nu_o_sa__ajunga_pe_foryou