Pelee: A real-time object detection system on mobile devices

      Pelee: A real-time object detection system on mobile devices

属于densenet的变种文章,没有使用可分离卷积,因为可分离卷积不同的框架实现方法不一样。

Pelee: A real-time object detection system on mobile devices

Before first dense block

Pelee: A real-time object detection system on mobile devices

Dynamic Number of channels in Bottleneck layer

The number of channels in the bottleneck layer varies according to the input shape instead of fixed 4 times of growth rate used in the original Densenet

Transition layer without compression

Compression factor 影响到特征表达了

Composite function

Conv-relu-bn

Pelee: A real-time object detection system on mobile devices

 

Pelee: A real-time object detection system on mobile devices