@monicutza.spamm

photoMD · tier B

𝓜. · 877 followers · 2026-05-04 19:02 · 2 images

eagle · fetched 2026-07-26 08:28 · 147.3 KB downloaded · 2 images

plays

1,705

likes

comments

Topic

educationconf 0.90neutral

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

Entities

school

Keyphrases

Beginning of the school yearEnd of the school year

gpt-4.1-nano · prompt v5 · $0.000115 · 2026-07-27 12:59

Caption

Author-written, as posted.

#bereoza #🔥 #fipシviral❤video❤tiktokforyourpage #me #viraltiktokvideo

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.

Beginning of the school year | End of the school year

m5-vision · 53 chars · 2 frames

Hashtags

#viraltiktokvideo#me#fipシviral#bereoza