@mario.228a

photoMD · tier B

MARIO.777 · 1,666 followers · 2026-07-04 14:49 · 1 images

eagle · fetched 2026-07-26 08:28 · 74.4 KB downloaded · 1 images

plays

447

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.

No caption. True for 83.6% of the corpus.

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.

HEHHER

rtx4090-24-01 · 1 chars · 1 frames