Tobacco Plant Disease Detection and Classification using Deep Convolutional Neural Networks

• Published in: 2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS) pp. 490 - 495
• Main Authors: Mohith Kumar, B, Rama Krishna Rao, K, Nagaraj, P, Sudar, K Muthamil, Muneeswaran, V
• Format: Conference Proceeding
• Language: English
• Published: IEEE 07.04.2022
• Subjects: Convolutional neural network; Convolutional neural networks; Deep learning; Depth wise separable layers; Leaf; Machine learning algorithms; Plant disease; Productivity; Real-time systems; Soil; Tobacco; Training

India is the 2nd largest tobacco producer in the world. Collectively half of the states in India produce tobacco with an average of 804Millon kg all over India in each year. Due to the attack on diseases, pests and sudden changes in the weather, the productivity of tobacco decreases. Diseases may ca...