@vellur55

photoMD · tier B

Vellur® · 2,043 followers · 2026-06-08 20:45 · 8 images

eagle · fetched 2026-07-26 08:28 · 1.5 MB downloaded · 8 images

plays

5,549

likes

139

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.

#foryupage #cars #money #foryu #viral

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.

Ry R AN 5 = MD [ )s 800_ RRR

rtx4090-24-02 · 28 chars · 2 frames

Hashtags

#viral#money#cars#foryu#foryupage