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A Photomicrographic Dataset of Rocks for the Accurate Classification of Minerals

Abstract Automated mineral identification in thin-section petrography remains challenging due to limited datasets capturing complete optical characteristics across crystallographic orientations. The Menoufia University Machine Learning Dataset for Minerals Classification 2025 (MUMDMC2025) provides 1...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Badr G. Amer, Hamdy M. Mousa, Maher Dawoud, Anas Youssef
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2025-11-01
Rangatū:Scientific Data
Urunga tuihono:https://doi.org/10.1038/s41597-025-05879-9
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