@viik0kk

photoMD · tier B

𝓥 · 1,509 followers · 2026-07-22 18:04 · 1 images

eagle · fetched 2026-07-26 08:28 · 168.7 KB downloaded · 1 images

plays

1,082

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comments

Topic

humor_memesconf 0.80neutral

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

Entities

zbcxya

Keyphrases

foryoupagestiu_ca_nu_o_sa__ajunga_pe_foryou

gpt-4.1-nano · prompt v4 · $0.000104 · 2026-07-26 18:24

Caption

Author-written, as posted.

#foryoupage #stiu_ca_nu_o_sa__ajunga_pe_foryou #zbcxya #recommendations

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.

Ohh i think he's slowly forgetting me (For what?) ii 241iiis 1 1

m5-vision · 53 chars · 1 frames

Hashtags

#recommendations#foryoupage#stiu_ca_nu_o_sa__ajunga_pe_foryou#zbcxya