@vibepozitiv4

photoMD · tier C

Elena Fialcovschi · 1,552 followers · 2026-04-01 16:54 · 2 images

eagle · fetched 2026-07-26 08:28 · 91.7 KB downloaded · 2 images

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Topic

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

Keyphrases

s-au strâns cu toții la 0 masăcitare demotivant

gpt-4.1-nano · prompt v4 · $0.000102 · 2026-07-26 18:40

Caption

Author-written, as posted.

#foryupagefyp #fyp

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.

S-au strâns cu toții la 0 masă | s-au strâns cu toții la 0 masă dar nu aveau ce vorbi pentru ca erau toți. citate demotivat

rtx5070-16 · 123 chars · 2 frames

Hashtags

#fyp#foryupagefyp