@korneliastefanet1

photoMD · tier B

Kornelia Stefanet · 19,837 followers · 2026-06-16 13:24 · 3 images

eagle · fetched 2026-07-26 08:28 · 683.3 KB downloaded · 3 images

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8,306

likes

214

comments

Topic

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

Entities

marcel_stefanet

Keyphrases

La mulți aniscumpul nostru

gpt-4.1-nano · prompt v5 · $0.000118 · 2026-07-27 11:57

Caption

Author-written, as posted.

La mulți ani, scumpul nostru @marcel_stefanet ✈️⭐️🌊❤️✨🎶

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.

GROWING TOGETHER T 30 SINCE 2016 4 | P Nhr GRoV

m5-vision · 36 chars · 2 frames