net = modeling._segm_resnet('deeplabv3plus', 'resnet101', num_classes=2, output_stride=8, pretrained_backbone="C:/best_deeplabv3plus_resnet101_voc_os16.pth").cuda()
#net.load_from(weights=np.load("./best_deeplabv3plus_resnet101_voc_os16.pth"))
#net.load_from(weights=np.load("./best_deeplabv3plus_resnet101_voc_os16.pth"))