This project ... an integrated system for agricultural optimization, including soil prediction, crop recommendation, plant disease detection, fertilizer suggestion, and crop yield prediction. The ...

Abstract: Plant disease detection is ... resized and augmented using the FastAI library in Python to improve model generalization. A convolutional neural network (CNN) based on the ResNet architecture ...

By leveraging TensorFlow and PyTorch, tools for training deep learning models, this study attempts to improve the accuracy for image classification, object detection, and segmentation of rice crops, ...

The number of wheat spikelets is an important phenotypic trait and can be used to assess the grain yield of the wheat crop ... DCNN model was trained using a deep learning method to detect spikelets ...