@nikita_txrz

photoMD · tier B

N1kita_tx⚡ · 388 followers · 2026-05-18 16:23 · 2 images

eagle · fetched 2026-07-26 08:28 · 128.6 KB downloaded · 2 images

plays

170

likes

comments

Topic

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

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#fyp@BMW328 #foryou #teiubesk♡🔐😍 ##

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.

0 person favorite my | mom My

rtx4090-24-02 · 29 chars · 2 frames

Hashtags

#foryou#fyp#teiubesk