MindSpore

CV

  • ResNet-50 for Image Classification
  • ResNet50 Transfer Learning
  • Vision Transformer Image Classification
  • CNN and CTC for Recognizing Text from Images
  • 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
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