Abstract: This research explores advanced techniques in plant species classification, employing Convolutional Neural Networks (CNNs) and Random Forest algorithms. Beginning with the biological ...

And then the random forest decision tree algorithm is employed to classify the image. Through calculating the importance coefficient, the contribution of each band to the image classification is ...