Nature

Optimized CNN-based ensemble deep learning approach for potato leaf disease detection with data augmentation

This paper explores the use of optimized convolutional neural networks (CNNs) to classify diseases affecting potato leaves using TensorFlow-2. The dataset, sourced from Kaggle’s Plant Village ...
Nature

Development of a spontaneous disease diagnosis tool by executing an enhanced convolutional neural network model for citrus fruits and leaves

Citrus fruits occupy an important place in agriculture, the world over,considering their agricultural and commercial value (Yang et al., 2022). Beyond being an essential in kitchens worldwide, lemons ...