sleap.nn.architectures.common#
Common utilities for architecture and model building.
- class sleap.nn.architectures.common.IntermediateFeature(tensor: tensorflow.python.framework.ops.Tensor, stride: int)[source]#
Intermediate feature tensor for use in skip connections.
This class is effectively a named tuple to store the stride (resolution) metadata.
- tensor#
The tensor output from an intermediate layer.
- Type
tensorflow.python.framework.ops.Tensor
- stride#
Stride of the tensor relative to the input.
- Type
int
- property scale: float#
Return the absolute scale of the tensor relative to the input.
This is equivalent to the reciprocal of the stride, e.g., stride 2 => scale 0.5.