DenseNet:Densely Connected Convolutional Networks--CVPR2017最佳论文奖
1、DenseNet简介
2、DenseNet与ResNet的主要区别
3、DenseNets
3.1 ResNets
3.2 Dense connectivity(密集连接)
3.3 Composite function(复合函数)
3.4 Pooling layers(池话层)
3.5 Growth rate(增长率)
3.6 Bottleneck layers(瓶颈层)
3.7 Compression(压缩)
3.8 Implementation Details(实施细节)
3.9 training
4、网络结构
5、DenseNet121代码复现
5.1 Dense Block
5.2 Transition Layer(过渡层)
5.3 DensNet121网络骨干
5.4 构建网络并查看结构
References
DenseNet:Densely Connected Convolutional Networks