@nicolai.oprea3

photoMD · tier C

￴￴￴ ￴￴￴￴￴￴￴ · 174 followers · 2026-05-23 08:51 · 3 images

eagle · fetched 2026-07-26 08:28 · 858.8 KB downloaded · 3 images

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likes

comments

Topic

vehiclesconf 0.90neutralcommercial

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

Entities

auto_marken37

Keyphrases

Ilove E.auto_marken37

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 18:29

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.

1l Ilove E. d@auto_marken37 uaen | Il E 60 J@auto marken37 Jvtnrn 61

m5-vision · 53 chars · 2 frames