@dumitruasp8

photoMD · tier dormant

Dumitru ASP · 216 followers · 2026-02-09 10:09 · 1 images

eagle · fetched 2026-07-26 08:28 · 57.1 KB downloaded · 1 images

plays

323

likes

comments

Topic

vehiclesconf 0.90neutral

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

Entities

Eliei

Keyphrases

permismașinadirecții

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 18:39

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.

„Dacă ai permis, NU ai voie să greșești! În ce direcții poate merge mașina?" BES MIS ELIEI

m5-vision · 90 chars · 1 frames