@constantinbejan23

photoMD · tier C

constantin · 626 followers · 2026-06-24 22:56 · 1 images

eagle · fetched 2026-07-26 08:28 · 64.0 KB downloaded · 1 images

plays

285

likes

comments

Topic

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

Keyphrases

Melodiadedic50+nu am ştiut să trăiesc

gpt-4.1-nano · prompt v5 · $0.000119 · 2026-07-27 15:02

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

Melodia o dedic în special celor 50+ si nu numai ... Nu îmi pare rău ca îmbătrânesc, Îmi pare rău ca nu am ştiut să trăiesc ....

m5-vision · 128 chars · 1 frames