@nikita_txrz

photoMD · tier B

N1kita_tx⚡ · 388 followers · 2026-05-31 15:46 · 9 images

eagle · fetched 2026-07-26 08:28 · 645.6 KB downloaded · 9 images

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Topic

humor_memesconf 0.60positive

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

Keyphrases

Photo dump

gpt-4.1-nano · prompt v4 · $0.000093 · 2026-07-26 18:21

Caption

Author-written, as posted.

Photo dump 😍🔥😜

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.

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m5-vision · 44 chars · 1 frames