@ludmila..ludmila

photoMD · tier C

Ludmila · 0 followers · 2026-07-15 19:25 · 1 images

eagle · fetched 2026-07-26 08:28 · 190.9 KB downloaded · 1 images

plays

179

likes

comments

Topic

otherconf 0.20neutral

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

Entities

useryc3ivuseryesivwxwut

Keyphrases

TikTok

gpt-4.1-nano · prompt v5 · $0.000114 · 2026-07-27 05:04

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)

macos-vision

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

TikTok @ useryc3iv TikTok Blenelama TikTok @ useryesivwxwut

m5-vision · 59 chars · 1 frames