@vibepozitiv4

photoMD · tier C

Elena Fialcovschi · 1,552 followers · 2026-04-19 12:02 · 2 images

eagle · fetched 2026-07-26 08:28 · 61.5 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.

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gpt-4.1-nano · prompt v4 · $0.000098 · 2026-07-26 18:40

Caption

Author-written, as posted.

#foryupagefyp #fyp #foryupagefyp

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)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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rtx4090-24-01 · 78 chars · 2 frames

Hashtags

#fyp#foryupagefyp