@iulian.ganga2

photoMD · tier B

Iulian Ganga · 1,229 followers · 2026-05-16 18:45 · 1 images

eagle · fetched 2026-07-26 08:28 · 109.8 KB downloaded · 1 images

plays

1,256

likes

comments

Topic

vehiclesconf 0.90positive

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

Entities

SPE 747

Keyphrases

FEEL THE ADRENALINVICTORY WAITS A BUILT FOR SPEE

gpt-4.1-nano · prompt v4 · $0.000099 · 2026-07-26 18:41

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.

SPE 747 FEEL THE ADRENALIN VICTORY WAITS A BUILT FOR SPEE

rtx4090-24-02 · 53 chars · 1 frames