@nicolaie_bmw_001md

photoMD · tier C

Nicolae_BMW_003MD · 275 followers · 2026-05-09 09:41 · 5 images

eagle · fetched 2026-07-26 08:28 · 1.3 MB downloaded · 5 images

plays

297

likes

comments

Topic

educationconf 0.90neutral

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

Entities

Clasa 3Clasa 4scoalagimnazia5

Keyphrases

Clasa 3Clasa 4scoalagimnazia5

gpt-4.1-nano · prompt v4 · $0.000106 · 2026-07-26 18:22

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)

easyocrcyrillic

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

Clasa 3 J@ clasaa5a.scoalagimnazia5 | Clasa 4 IS HORE PICET« J@ clasaa5a.scoalagimnazia5

rtx4090-24-02 · 81 chars · 2 frames