@bulmaga5

photoMD · tier C

Nalu🇲🇩⚔️67 · 380 followers · 2026-06-20 13:28 · 1 images

eagle · fetched 2026-07-26 08:28 · 172.8 KB downloaded · 1 images

plays

475

likes

comments

Topic

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

Entities

Р5

Keyphrases

60 Ш 00.53у111111175 73 56

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

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)

easyocrcyrillic

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

#Р5 60 Ш 00.53 у1111111.. 75 73 56 Рго>осаге {1,аъ\ё 5 00 100

rtx4090-24-02 · 61 chars · 1 frames