@nnn777.8

photoMD · tier B

nn’🦇 · 1,794 followers · 2026-07-12 06:52 · 2 images

eagle · fetched 2026-07-26 08:28 · 194.3 KB downloaded · 2 images

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3,001

likes

208

comments

Topic

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

Keyphrases

ajutorul meu

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

Caption

Author-written, as posted.

#fyp #xyzbca #help

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.

: sigur vei avea nevoie de ajutorul meu..

m5-vision · 41 chars · 1 frames

Hashtags

#fyp#xyzbca#help