Python ResNet Examples

Example #1

File: predesigned_modules.py Project: sicara/easy-few-shot-learning

def resnet101(**kwargs):
    """Constructs a ResNet-101 model."""
    return ResNet(Bottleneck, [3, 4, 23, 3], **kwargs)

Example #2

File: predesigned_modules.py Project: sicara/easy-few-shot-learning

def resnet152(**kwargs):
    """Constructs a ResNet-152 model."""
    return ResNet(Bottleneck, [3, 8, 36, 3], **kwargs)

Example #3

File: predesigned_modules.py Project: sicara/easy-few-shot-learning

def resnet50(**kwargs):
    """Constructs a ResNet-50 model."""
    return ResNet(Bottleneck, [3, 4, 6, 3], **kwargs)

Example #4

File: predesigned_modules.py Project: sicara/easy-few-shot-learning

def resnet34(**kwargs):
    """Constructs a ResNet-34 model."""
    return ResNet(BasicBlock, [3, 4, 6, 3], **kwargs)

Example #5

File: predesigned_modules.py Project: sicara/easy-few-shot-learning

def resnet18(**kwargs):
    """Constructs a ResNet-18 model."""
    return ResNet(BasicBlock, [2, 2, 2, 2], **kwargs)

Example #6

File: predesigned_modules.py Project: sicara/easy-few-shot-learning

def resnet12(**kwargs):
    """Constructs a ResNet-12 model."""
    return ResNet(BasicBlock, [1, 1, 2, 1],
                  planes=[64, 160, 320, 640],
                  **kwargs)

Example #7

File: predesigned_modules.py Project: sicara/easy-few-shot-learning

def resnet10(**kwargs):
    """Constructs a ResNet-10 model."""
    return ResNet(BasicBlock, [1, 1, 1, 1], **kwargs)