@steliana.cazac

photoMD · tier C

Stela Cazac · 5,092 followers · 2026-05-28 16:53 · 1 images

eagle · fetched 2026-07-26 08:28 · 235.6 KB downloaded · 1 images

plays

10,092

likes

140

comments

Topic

food_cookingconf 0.90neutral

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

Keyphrases

poftim la pestecu mujdeijeifara mamaligaqgg

gpt-4.1-nano · prompt v4 · $0.000098 · 2026-07-26 18:24

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.

poftim la pestecu mujdeijei cum si fara mamaligaqgg 4e Va

m5-vision · 56 chars · 1 frames