Hi, I have some questions about your method

Hi, thanks for sharing the code of your work.
I have some questions about your method.

Have you tried end-to-end learning (joint learning of detector and regression network)? If so, can you tell me the performance and hyper-parameters (e.g., learning rate)?

Also, how the performance change if deconv layer is initialized by random gaussian distribution( not initialized as bilinear upsampling)?