Basic Concepts¶

• Data Flow
• Structures
• Models
• Datasets
• Data Transforms (Need to update)
• Evaluation
• Engine
• Conventions

Component Customization¶

• Customize Models
• Customize Losses
• Customize Datasets
• Customize Data Pipelines
• Customize Runtime Settings

How to¶

• Use backbone network through MMPretrain
• Use Mosaic augmentation
• Unfreeze backbone network after freezing the backbone in the config
• Get the channels of a new backbone
• Use Detectron2 Model in MMDetection