@ruslanferaru7777

photoMD · tier B

ruslan feraru🔹️ · 51,851 followers · 2026-04-23 05:59 · 1 images

eagle · fetched 2026-07-26 08:28 · 112.7 KB downloaded · 1 images

plays

204,779

likes

5,256

comments

173

664

Topic

crime_incidentsconf 0.90neutral

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

Entities

POLITIA

Keyphrases

POLITIA POLITIA POLITIA

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 18:37

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.

POLITIA POLITIA POLITIA tuso0s 000: 500002 200 00 g

m5-vision · 51 chars · 1 frames