@bmwtop000

photoMD · tier A

Sebastian& · 613 followers · 2026-07-16 16:12 · 4 images

eagle · fetched 2026-07-26 08:28 · 794.1 KB downloaded · 4 images

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Topic

humor_memesconf 0.60neutral

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

Entities

Sani GLAMnicolas.20094

Keyphrases

Guauyta8 14aniAanoerrVulca

gpt-4.1-nano · prompt v4 · $0.000104 · 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.

Sani GLAM & @nicolas.20094 Guauyta: | 8 14ani 6 @nicolas. 20094 1 Aanoerr 1 Vulca 8

m5-vision · 69 chars · 2 frames