Joseph Paul Cohen

Results 55 comments of Joseph Paul Cohen

The main difference is with the preprocessing and resizing because one uses skimage and the other uses built in web browser image resizing. The weights of the models are the...

Did resizing the image fix the issue though? I think this is the main reason for differences. My email is joseph at josephpcohen.com

Ok I figured it out. I forgot I added a scaling only in the web version so it would be more useful in predicting lung opacity and other targets. It...

Yes it is a resnet. The shape is 224x244. I tried a 512x522 one but it didn't work well (maybe you saw that in the code somewhere?) The pretrained model...

Yes everything expects the same input size (single channel and [-1024,1024]. You can prepare images following this code: https://github.com/mlmed/torchxrayvision/blob/master/scripts/process_image.py

I made a PR to address that issue. https://github.com/mlmed/torchxrayvision/pull/85 Because the covid dataset is not static I don't think it is a good idea to bundle it like the others....

I had made this edit to the top of datasets.py but I think I didn't check it in because I didn't know if it was the best solution: ``` #!/usr/bin/python...

Yes I saw that. I don't want to send people a notebook with javascript in it because I would be suspicious of receiving a notebook with javascript in it. If...

Maybe check this out: https://github.com/neuropoly/spinalcordtoolbox

Can you provide more details on your setup? I don't see where Chester is setup at that URL.