• Tutorial 1: Learn about Configs
  • Config File Structure
  • Config Name Style
  • An Example of PSPNet
  • FAQ
• Tutorial 2: Customize Datasets
  • Customize datasets by reorganizing data
  • Customize datasets by mixing dataset
• Tutorial 3: Customize Data Pipelines
  • Design of Data pipelines
  • Extend and use custom pipelines
• Tutorial 4: Customize Models
  • Customize optimizer
  • Customize optimizer constructor
  • Develop new components
• Tutorial 5: Training Tricks
  • Different Learning Rate(LR) for Backbone and Heads
  • Online Hard Example Mining (OHEM)
  • Class Balanced Loss
• Tutorial 6: Customize Runtime Settings
  • Customize optimization settings
  • Customize training schedules
  • Customize workflow
  • Customize hooks