Review—Unveiling the Power of Deep Learning in Plant Pathology: A Review on Leaf Disease Detection
Madhu Bala,
Sushil Bansal
Abstract:Plant leaf disease identification is a crucial aspect of modern agriculture to enable early disease detection and prevention. Deep learning approaches have demonstrated amazing results in automating this procedure. This paper presents a comparative analysis of various deep learning methods for plant leaf disease identification, with a focus on convolutional neural networks. The performance of these techniques in terms of accuracy, precision, recall, and F1-score, using diverse datasets containing images of dis… Show more
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