Aleksandra Machlańska

Classification of Blackcurrant Genotypes by Ploidy Levels on Stomata Microscopic Images with Deep Learning: Convolutional Neural Networks and Vision Transformers

Aleksandra Konopka, Ryszard Kozera, Agnieszka Marasek-Ciołakowska, Aleksandra Machlańska

Plants vary in number of chromosomes (ploidy levels), which can influence morphological traits, including the size and density of stomata cells. Although biologists can detect these differences under a microscope, the process is often time-consuming and tedious. This study aims t…Read more