@mariajelihovschi

photoMD · tier C

🖤 · 2,579 followers · 2026-07-18 08:16 · 1 images

eagle · fetched 2026-07-26 08:28 · 413.3 KB downloaded · 1 images

plays

417

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.

#viralvideo #foryou #tiktok #😍😍😍 #❤️❤️❤️

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.

La Mulți Ani lubirea Mea'

m5-vision · 24 chars · 1 frames

Hashtags

#foryou#tiktok#viralvideo