@bumer77782

photoMD · tier C

bumer777 · 103 followers · 2026-07-02 19:15 · 8 images

eagle · fetched 2026-07-26 08:28 · 4.4 MB downloaded · 8 images

plays

4,494

likes

414

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.

Audi rs7#rs7md#romania#poina brasov

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.

ERRS | GENER MD RRS

m5-vision · 19 chars · 2 frames

Hashtags

#romania#rs7md#poina