@viberush72

photoMD · tier B

17. N.....A OMG · 263 followers · 2026-07-09 19:30 · 1 images

eagle · fetched 2026-07-26 08:28 · 106.2 KB downloaded · 1 images

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Topic

sportsconf 0.90positive

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

Entities

CR7MessiFranța

Keyphrases

prefer să pierdtrișez ca MessiAvem încredere în Franța

gpt-4.1-nano · prompt v5 · $0.000120 · 2026-07-27 15:00

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.

Aş prefera să pierd ca CR7, decat sa trişez ca Messi fifaboy.o Avem încredere în Franța

m5-vision · 87 chars · 1 frames