Plant Leaf Disease Classification and Identification Using Deep Convolution Neural Network

作者：Aditi Jain, Kumari Harshita, Aritra Karar, D. S. Dayana · 年份：2025 · DOI：10.1109/icccit62592.2025.10927927 · 被引用次数：5 · 研究领域：Smart Agriculture and AI

With the advancement of deep learning, and CNNs in particular, comes the ability to correctly classify plant diseases automatically with increased accuracy. This work provides a robust system by adopting CNN architectures and employing the application of transfer learning toward leaf disease classification in plants using diverse datasets, with proper preprocessing and augmentation. Deployed as a user-friendly application, the system demonstrates significant potential in enhancing crop productivity and minimizing losses through early disease detection.