@dumitruasp8

photoMD · tier dormant

Dumitru ASP · 216 followers · 2026-02-26 16:55 · 1 images

eagle · fetched 2026-07-26 08:28 · 44.1 KB downloaded · 1 images

plays

200

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

B385

Keyphrases

preselectareaconcomitentătrecereavehiculului verdevehiculului alb

gpt-4.1-nano · prompt v4 · $0.000102 · 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)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

B385 La preselectarea concomitentă trebuie să cedeze trecerea: 1 1) Conducătorul vehiculului verde. 2) Conducătorul vehiculului alb.

rtx5070-16 · 128 chars · 1 frames