Project Option 1

Convolutional Neural Network


Using PyTorch to implement CNNs (Convolutional Neural Networks). Perform CIFAR (Kaggle) or ImageNet (Wikipedia) as the dataset in your project. You have to implement several CNN models: AlexNet, VGGNet, ResNet, Inception, and DenseNet. Compare and analyze the accuracy results among CNN models.

You can also perform an exercise by changing the dataset with COVID-19 data.