shachoi/RobustNet

Questions about inference on Mapillary.

zzzqzhou opened this issue · 2 comments

zzzqzhou commented

Hi,

I have a question about inference on Mapillary dataset. I found that image resolution in Mapillary is not fixed. So, how did you test model on Mapillary dataset? Resizing all images to the same resolution or using slide window? This makes me confused.

shachoi commented

Please check the code below

RobustNet/datasets/__init__.py

Line 493 in 1ff5c04

eval_size = 1536 

eval_size = 1536
val_joint_transform_list = [
    joint_transforms.ResizeHeight(eval_size),
    joint_transforms.CenterCropPad(eval_size)]

Thanks!

zzzqzhou commented

So you mean you resize and center crop all images into 1536 * 1536 resolution for testing?