Pelee input resolution problem

[jerryho-quanta]

Many thanks for providing the code...
If I would like to use other resolution like 512x512 or 1024x512,
Could I only change the dim parameter in deploy.txt ?
I am trying to only change the input_shape and test python code like following,
input_shape {
dim: 1
dim: 3

dim: 304

dim: 304

dim: 512
dim: 512
}

set net to batch size of 1

#image_resize_w = 304
image_resize_w = 512
image_resize_h = 512

net.blobs['data'].reshape(1,3,image_resize_w,image_resize_h)

The inference result is bad, some images will get multiple bounding boxes.
Do you have any suggestion if the input resolution is 512x512 or 1024x512?
Do I need to retain this input resolution?

Thanks again,

Jerry Ho