@norokosul2

photoMD · tier B

v*l*a*d · 4,683 followers · 2025-12-25 07:13 · 2 images

eagle · fetched 2026-07-26 08:28 · 184.3 KB downloaded · 2 images

plays

52,021

likes

2,548

comments

2,444

Topic

music_danceconf 0.80neutral

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

Entities

RONALDO

Keyphrases

Nu pleca fara RONALDOLEFYXXcopyright reserved

gpt-4.1-nano · prompt v4 · $0.000099 · 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)

easyocr

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

rtx4090-24-02 · 70 chars · 2 frames