Implementation details for Synthia

[prabhuteja12]

Hi,

I'm trying to get the Synthia transfer to work, and I cant see to do so. I followed the hyperparameter settings in #14 and using the source model in #24 but I cant seem to have any luck in getting close to the reported numbers. I'm currently getting about 4-5% lesser than the reported ones.

I'm using the following resizing too following #18, i use

label = cv2.resize(label, (2048, 1024), interpolation=cv2.INTER_NEAREST)                                                                                                                       
image = cv2.resize(image, (2048, 1024))   

I cant seem to exceed 38% mIoU (reported 42+). Do you know what might be missing?