Network-implementation

Neural network implementation according to papers

LeNet

Paper: Gradient-based learning applied to document recognition

• Resource: https://ieeexplore.ieee.org/document/726791

VGG

Paper: Very Deep Convolutional Networks for Large-Scale Image Recognition

• Resource: https://arxiv.org/abs/1409.1556

ResNet

Paper: Deep Residual Learning for Image Recognition

• Resource: https://ieeexplore.ieee.org/document/7780459

EfficientNet

Paper: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

• Resource: https://arxiv.org/abs/1905.11946

UNet

Paper: U-Net: Convolutional Networks for Biomedical Image Segmentation

• Resource: https://arxiv.org/abs/1505.04597

Attention UNet

Paper: Attention U-Net: Learning Where to Look for the Pancreas

• Resource: https://arxiv.org/abs/1804.03999

ResUNet

Paper: Road Extraction by Deep Residual U-Net

• Resource: https://arxiv.org/abs/1711.10684