In this work, we propose a hybrid classification model using the CNN-SVM that focuses on K-12 learning materials. We combine the Word2Vec feature and the hidden layer feature of CNN.

This paper proposes a hybrid multi-scale network model based on CNN and Swin transformer, called HRS-Net. The model splits into two branches after the convolutional layers of ResNet50.