@sabii_lozan

photoMD · tier B

sabii_lozan · 26,772 followers · 2026-07-24 10:27 · 2 images

eagle · fetched 2026-07-26 08:28 · 85.1 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.

gpt-4.1-nano · prompt v4 · $0.000106 · 2026-07-26 18:12

Caption

Author-written, as posted.

#sabii_lozan #itsmylife799 #xyzbca

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.

bine arăți, precis acum e prime-ul tau" oce | Gresesti păpușa 4

m5-vision · 61 chars · 2 frames

Hashtags

#xyzbca#sabii_lozan#itsmylife799