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mmcls.models

The models package contains several sub-packages for addressing the different components of a model.

  • Classifier: The top-level module which defines the whole process of a classification model.

  • Backbones: Usually a feature extraction network, e.g., ResNet, MobileNet.

  • Necks: The component between backbones and heads, e.g., GlobalAveragePooling.

  • Heads: The component for specific tasks. In MMClassification, we provides heads for classification.

  • Losses: Loss functions.

Classifier

Backbones

Necks

Heads

Losses