@liudmila140

photoMD · tier B

Liudmila @ · 15,703 followers · 2026-07-14 11:53 · 1 images

eagle · fetched 2026-07-26 08:28 · 461.5 KB downloaded · 1 images

plays

6,255

likes

333

comments

Topic

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

Entities

МАМА

Keyphrases

Запомни дочкау тебя есть МАМАТы никогда не останешься ОДНА

gpt-4.1-nano · prompt v4 · $0.000101 · 2026-07-26 18:04

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-visioncyrillic

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

Запомни дочка пока у тебя есть МАМА Ты никогда не останешься ОДНА

m5-vision · 65 chars · 1 frames