@marinaambros1

photoMD · tier C

Marina Ambros227 · 894 followers · 2024-12-02 20:53 · 2 images

eagle · fetched 2026-07-26 08:28 · 471.9 KB downloaded · 2 images

plays

887

likes

comments

Topic

politics_civicsconf 0.80positive

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

Entities

Alexandru AmbrosUNGHE

Keyphrases

#🥰♥️ Alexandru Ambros 🥰♥️#🥰♥️CONSILL L RAIONAL UNGHENICONSILI-L RAIONAL UNGHENT

gpt-4.1-nano · prompt v5 · $0.000130 · 2026-07-27 05:02

Caption

Author-written, as posted.

#🥰♥️ Alexandru Ambros 🥰♥️ #

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)

easyocr

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

CONSILL L RAIONAL UNGHENI | CONSILI-L RAIONAL UNGHENT

rtx4090-24-02 · 25 chars · 2 frames