← overview

@morari_liviu

photoMD · tier C

Liviu Morari · 148,884 followers · 2026-06-05 16:45 · 12 images

https://www.tiktok.com/@morari_liviu/video/7647953373395815687
Image 1 of 12Image 2 of 12Image 3 of 12Image 4 of 12Image 5 of 12Image 6 of 12Image 7 of 12Image 8 of 12Image 9 of 12Image 10 of 12Image 11 of 12Image 12 of 12

eagle · fetched 2026-07-26 08:28 · 4.4 MB downloaded · 12 images

plays
10,637
likes
268
comments
3
shares
12
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.

#fy #romania #5pasidebine #moldova #paris

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.

ЧНИЦ; Е = '6[@^;} я в $ [ 5 = | NO

rtx4090-24-02 · 34 chars · 2 frames

Hashtags
#paris#5pasidebine#fy#moldova#romania