@nicolaebordian

photoMD · tier C

123456789 · 0 followers · 2026-01-07 21:56 · 1 images

eagle · fetched 2026-07-26 08:28 · 26.1 KB downloaded · 1 images

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real_estateconf 0.90neutral

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

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gpt-4.1-nano · prompt v5 · $0.000113 · 2026-07-27 05:02

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.

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m5-vision · 110 chars · 1 frames