CNN_trainingdata.zip

This is the training dataset used for the image classification convolutional neural network (CNN). We used a pre-trained model (ResNet-34) and transfer learning to sort our data into 5 classes. Model was run in Python using the "fast.ai" package.本数据集为用于图像分类卷积神经网络（Convolutional Neural Network，CNN）的训练数据集。我们采用预训练模型（ResNet-34）与迁移学习方法，将本数据集划分为5个类别。该模型基于Python语言，借助fast.ai工具包实现运行。