M. Kaverina

Species identification of crops and weeds in wheat fields using hyperspectral data and machine learning algorithms

Based on establishing the relationship between the morphological and anatomical properties of plant tissues and the recognition efficiency of the machine learning algorithm, a comprehensive assessment of the limitations of ML algorithms (using Random Forest as an example) in the multiclass identification of crops and w...