ChengKang520/deep_learning_AI

Deep learning basic knowledge: BP, CNN, Feature maps, Attack, VAE, GAN, Metric Learning, GAN, Transformer, Chatbot, Application Examples.

deep_learning_AI

Basic Deep Learning knowledge, this repository includes:

1. Backpropagation and Overfitting
2. Using Pytorch and CNN
3. Fine-tuning a pretrained CNN
4. CNN Visualization: Deep Features, Attention Maps
5. Adversarial Patterns and Attacks
6. Gaussian Variational Autoencoders
7. Metric Learning for COVID-19
8. Chatbot with Pretrained Models
9. Train Your NLP Models by Transformer
10. Using AI in Applications

Please read the blog: https://chengkang520.github.io/article/deeplearning-assignment/