ResNet, Residual Network Kaiming He 2015 Microsoft Research Deep Residual Learning for Image.

1 ResNetResidual Neural NetworkKaiming HeResNet Unit152ILSVRC2015top5.

ResNet-18 ResNet152ResNet-152 ResNet.

Understanding the Context

ResNet BasicBlockResNet Bottleneck 11 conv feature map.

ResNet ResNet ResNet ResNet ResNetCNN .

ResNet ResNet ResNet ResNet_v2 DensetNet [Deep Residual Learning for Image Recognition].

ResNet Deep Residual Learning for Image 50.

Key Insights

AIWebUIResNet18 TorchVision ResNet-18 .

Kaiming He, Xiangyu Zhang, Shaoqing Ren, & Jian Sun. Deep Residual Learning for Image Recognition. CVPR 2016.

ResNet 100 ResNet-50ResNet-101ResNet-152 .