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Roman numerals: glyph reuse by design
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Greyscale rendering is deliberate. Gupta et al. (2023, “GlyphNet”) found that greyscale outperforms colour for glyph comparison because extreme contrast preserves edge detail through resize. No image augmentation either: flipping or rotating characters creates unrealistic glyphs.
Oasis and Carey have been nominated twice before, while Pink is now eligible, 26 years after her debut single, and Colombian superstar Shakira could become one of only a handful of musicians from Latin America to have ever been admitted.