@blackninja253

photoMD · tier C

MD ALEX🌚🇲🇩 · 83 followers · 2026-05-12 17:12 · 1 images

eagle · fetched 2026-07-26 08:28 · 47.3 KB downloaded · 1 images

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Topic

otherconf 0.40neutral

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

Keyphrases

haideți cu un followcontent cu bikeajungem la 50 follworsfacem live

gpt-4.1-nano · prompt v5 · $0.000118 · 2026-07-27 05:07

Caption

Author-written, as posted.

haideți cu un follow

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.

voi face content cu bike doar ca så ajungem la 50 follwors să facem live

m5-vision · 72 chars · 1 frames