@brpvod9

photoMD · tier B

brpvod9 · 1,237 followers · 2026-07-09 09:09 · 2 images

eagle · fetched 2026-07-26 08:28 · 359.6 KB downloaded · 2 images

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Topic

crime_incidentsconf 0.90negative

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

Entities

ГАИ ПМР

Keyphrases

Инспекторзаведетсястреляйте на поражение

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:21

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.

ГАИ ПМР 14 СеГодня Инспектор Если этот пизДец заведется; стреляйте на поражение 16.17 | 80

m5-vision · 85 chars · 1 frames