@vitiaeanciu

photoMD · tier B

vitiacavasaci · 1,667 followers · 2026-07-16 22:35 · 2 images

eagle · fetched 2026-07-26 08:28 · 2.0 MB downloaded · 2 images

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Topic

sportsconf 0.90neutral

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

Entities

Keyphrases

SporTS FORTNuuhcbka

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 18:15

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.

0 2aT SeQf 562 CYY ^ MD | SporTS FORT= FaRT= ENOURO KnIZS6Y-4 'Nuuhcbka

m5-vision · 44 chars · 2 frames