@liudmila140

photoMD · tier A

Liudmila @ · 15,703 followers · 2026-07-24 21:01 · 5 images

eagle · fetched 2026-07-26 08:28 · 312.7 KB downloaded · 5 images

plays

1,255

likes

159

comments

Topic

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

Entities

amintireCOSNIL

Keyphrases

#amintire25 iul 2025

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:04

Caption

Author-written, as posted.

#amintire

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.

Amintire 25jiu/2025 | Amintire COSNIL 25 iul 2025

rtx4090-24-02 · 46 chars · 2 frames

Hashtags

#amintire