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@vladimir.tkaci

photoMD · tier C

Vova · 282 followers · 2025-02-05 10:07 · 2 images

https://www.tiktok.com/@vladimir.tkaci/video/7467874618334891269
Image 1 of 2Image 2 of 2

eagle · fetched 2026-07-26 08:28 · 765.5 KB downloaded · 2 images

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Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

gpt-4.1-nano · prompt v5 · $0.000109 · 2026-07-27 05:03

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.

BmWV ^ 245145, 188 | Дфро 161 6 # 57 [мамз я €4 ; ( ) сы? '

rtx4090-24-02 · 59 chars · 2 frames