← overview

@katyssss_12

photoMD · tier B

katyssss_12 · 781 followers · 2026-06-24 12:35 · 20 images

https://www.tiktok.com/@katyssss_12/video/7654939613114715413
Image 1 of 20Image 2 of 20Image 3 of 20Image 4 of 20Image 5 of 20Image 6 of 20Image 7 of 20Image 8 of 20Image 9 of 20Image 10 of 20Image 11 of 20Image 12 of 20Image 13 of 20Image 14 of 20Image 15 of 20Image 16 of 20Image 17 of 20Image 18 of 20Image 19 of 20Image 20 of 20

eagle · fetched 2026-07-26 08:28 · 4.8 MB downloaded · 20 images

plays
561
likes
74
comments
11
shares
0
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.

🤍🤍🤍

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.

LOVE 2019-10-16 17:20

m5-vision · 21 chars · 1 frames