@rsx_nykyta_

photoMD · tier C

Rsx_nykyta_ · 4,782 followers · 2025-12-29 18:02 · 3 images

eagle · fetched 2026-07-26 08:28 · 962.4 KB downloaded · 3 images

plays

3,729

likes

107

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.

#bike 🚲

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.

91 9 (YM292 | 7 L9 70 8

rtx5070-16 · 24 chars · 2 frames

Hashtags

#bike