@ma_ria_214

photoMD · tier C

ma_ria_214 · 1,496 followers · 2026-05-03 21:46 · 1 images

eagle · fetched 2026-07-26 08:28 · 143.1 KB downloaded · 1 images

plays

600

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.

#hello#mybirthday#22#famyli#Love

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.

Hello 224 4 4 Jut Cnni tubire !

rtx5070-16 · 31 chars · 1 frames

Hashtags

#Love#famyli#mybirthday#22#Hello