@rsx_nykyta_

photoMD · tier C

Rsx_nykyta_ · 4,782 followers · 2025-09-10 16:30 · 2 images

eagle · fetched 2026-07-26 08:28 · 205.1 KB downloaded · 2 images

plays

186,742

likes

13,014

comments

2,201

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 trends

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.

AGA

m5-vision · 3 chars · 1 frames

Hashtags

#bike