@nicolaie_bmw_001md

photoMD · tier C

Nicolae_BMW_003MD · 275 followers · 2026-07-13 23:03 · 2 images

eagle · fetched 2026-07-26 08:28 · 646.3 KB downloaded · 2 images

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Topic

otherconf 0.00neutral

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

Keyphrases

300

gpt-4.1-nano · prompt v5 · $0.000111 · 2026-07-27 05:05

Caption

Author-written, as posted.

300

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.

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rtx4090-24-01 · 45 chars · 2 frames