@madalina.profi

photoMD · tier C

madalina.profi · 192 followers · 2026-06-20 11:09 · 1 images

eagle · fetched 2026-07-26 08:28 · 41.7 KB downloaded · 1 images

plays

193

likes

comments

Topic

legal_rightsconf 0.90neutral

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

Entities

ARMATA NATIONALA

Keyphrases

BREVETLEGITIMATIE

gpt-4.1-nano · prompt v5 · $0.000114 · 2026-07-27 05:06

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.

ARMATA NATIONALA BREVET LEGITIMATIE LEGITIMATIE

m5-vision · 47 chars · 1 frames