A Lightweight Neural Network-Based Method for Identifying Early-Blight and Late-Blight Leaves of Potato

• Published in: Applied sciences Vol. 13; no. 3; p. 1487
• Main Authors: Kang, Feilong, Li, Jia, Wang, Chunguang, Wang, Fuxiang
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.01.2023
• Subjects: Agricultural production; Agriculture; Artificial intelligence; Classification; convolutional neural networks; Crop diseases; Crops; Deep learning; Django framework; machine learning; Neural networks; Pesticides; potato disease leaf

Crop pests and diseases are one of the most critical disasters that limit agricultural production. In this paper, we trained a lightweight convolutional neural network model and built a Django framework-based potato disease leaf recognition system, which can recognize three types of potato leaf imag...