vathos.model.resunext

ResidualNeXt - UNet - Enhanced

class ResUNeXt

A ResNeXt - Unet inspired custom model for monocular depth estimation and segmentation

class ResDoubleConv(in_channels, out_channels)

Basic DoubleConv of a ResNeXt

Performs basic Pre Activated ResNet Double Convolution

Parameters:

• in_channels – input channels
• out_channels – output channels

class ResDownBlock(in_channels, out_channels)

Basic DownBlock of a ResNetV2

class ResUpBlock(in_channels, out_channels, skip_channels, dense_channels=None)

Basic UpBlock of a ResNetV2