@17_ronny

photoMD · tier C

Ronny17 · 563 followers · 2026-07-14 20:14 · 4 images

eagle · fetched 2026-07-26 08:28 · 3.4 MB downloaded · 4 images

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599

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

Specialized P.1

Keyphrases

Vând un Specialized P.1Prețul este de 5000 leinegociabil

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 18:27

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.

Vând un Specialized P.1 | Prețul este de 5000 lei, negociabil

m5-vision · 61 chars · 2 frames