Application

CV

• ResNet-50 for Image Classification
• ResNet50 Transfer Learning
• Vision Transformer Image Classification
• FCN for Image Semantic Segmentation
• ShuffleNet for Image Classification
• SSD for Object Detection

NLP

• Sentiment Classification Implemented by RNN
• LSTM+CRF Sequence Labeling

Generative

• GAN for Image Generation
• Generating Cartoon Head Portrait via DCGAN
• Pix2Pix for Image Translation
• CycleGAN for Image Style Migration
• Diffusion Model