Identification of disease using deep learning and evaluation of bacteriosis in peach leaf

Saumya Yadav, Neha Sengar, Akriti Singh, Anushikha Singh, Malay Kishore Dutta

Abstract: Highlights•Deep learning model and imaging method is proposed for identification of bacteriosis form peach leaf.•An imaging method developed to quantify the disease affected area from the leaf.•Automatic segmentation of the disease affected area by image processing method.•The final model achieved 98.75% accuracy on 240 previously “unseen” images from lab and real cultivation field.