@vvv1_.ad

photoMD · tier C

🎭 · 871 followers · 2026-05-04 10:14 · 2 images

eagle · fetched 2026-07-26 08:28 · 148.6 KB downloaded · 2 images

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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

🐺

Keyphrases

măcar e popular

gpt-4.1-nano · prompt v4 · $0.000095 · 2026-07-26 18:16

Caption

Author-written, as posted.

@🐺

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.

-măcar e popular??? | Like com Azi 13:02 -Desigur

rtx4090-24-01 · 45 chars · 2 frames