MIR.models.Synthesis_Heads

Synthesis heads for image reconstruction from features.

Classes

ConvNeXtBlock3D(*args, **kwargs)
ConvNeXtSynthHead3D(*args, **kwargs)
ECA3D(*args, **kwargs)	Efficient channel attention for 3D feature maps.
EfficientAdvancedSynthHead3D(*args, **kwargs)	Memory-efficient advanced synthesis head using inverted residuals + ECA attention.
InvertedResidual3D(*args, **kwargs)	MobileNet-style inverted residual block for 3D features.
ResBlock3D(*args, **kwargs)	Residual block with 3D convolution.
SEBlock3D(*args, **kwargs)	Squeeze-and-excitation block for 3D features.
SynthesisHead3D(*args, **kwargs)	Simple synthesis head for 3D feature maps.
SynthesisHead3DAdvanced(*args, **kwargs)	Synthesis head with residual and SE blocks for 3D features.