Results on Vid4

[yuangan]

Hi, I've tested your model weights/netG_epoch_4_1.pth, and I can't get the result of 26.57/0.773 on Foliage datasets. I just got Avg PSNR Predicted = 25.728. Could you tell me how to get it? Besides, the result of City is also under 26. These are my arguments: Namespace(chop_forward=False, data_dir='./Vid4', debug=False, file_list='city_test.txt', future_frame=True, gpu_mode=False, gpus=1, model='weights/netG_epoch_4_1.pth', model_type='RBPN', nFrames=7, other_dataset=True, output='Results/', residual=False, seed=123, testBatchSize=1, threads=1, upscale_factor=4)

PS: Could you offer the augmented dataset? Thanks very much!

[amanchadha]

Hey!

Sorry for the delayed response. From your parameters, it looks like a couple of things are off:

• city_test.txt only has 2 images and was originally meant to pipe-clean the script infrastructure and not to compare results. You will need the full "City" imagelist to obtain a decent result. Also, note that the amount of images that city_test.txt uses is much lesser than the nFrames in this case, which won't let the model extract temporal information from adjacent frames since the frames aren't available.
• nFrames is pretty low in your case (7) and should be usually set higher.
• other_dataset and residual might also be off -- I'll need some time to look into those though.
• Lastly, I would also confirm if you're running the right library versions as mentioned in the project readme.

Hope this helps!