Training AI

• PyTorch cơ bản
• CNN cơ bản
• Loss, Optimizer
• Train CNN, evaluate trên data MNIST / CIFAR 10
  => Báo cáo
  —————
• CNN nâng cao (ResNet, ...)
• Image processing (Resize, normalize, augmentation)
• Classification (Cats vs Dogs, ...)
• Segmentation cơ bản:
  • UNet
  • Loss: Dice Loss, BCE,...
  • Metrics: IoU, Dice score,...
• Segmentation nâng cao:
  • nnUnet
  • Segment gan, u gan