@ion_brat

photoMD · tier C

𝓘𝓸𝓷_𝓑𝓻𝓪𝓽 · 394 followers · 2026-06-09 07:41 · 2 images

eagle · fetched 2026-07-26 08:28 · 307.4 KB downloaded · 2 images

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Topic

humor_memesconf 0.80neutral

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

Keyphrases

Ce moto aveți acum

gpt-4.1-nano · prompt v5 · $0.000110 · 2026-07-27 13:03

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.

Cei care as făcut asta... | Ce moto aveți acum

m5-vision · 46 chars · 2 frames