← overview

@morari_liviu

photoMD · tier C

Liviu Morari · 148,884 followers · 2025-09-27 19:36 · 4 images

https://www.tiktok.com/@morari_liviu/video/7554855145688059147
Image 1 of 4Image 2 of 4Image 3 of 4Image 4 of 4

eagle · fetched 2026-07-26 08:28 · 1.7 MB downloaded · 4 images

plays
1,944
likes
31
comments
3
shares
2
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)
easyocrcyrillic
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

5ег = еэ <:: : ИХОВ #

rtx4090-24-01 · 21 chars · 2 frames