new validation plot + README

.gitattributes

@@ -44,3 +44,17 @@ images/mypix4.png filter=lfs diff=lfs merge=lfs -text
 images/mypix5.png filter=lfs diff=lfs merge=lfs -text
 images/mypix6.png filter=lfs diff=lfs merge=lfs -text
 test.ipynb filter=lfs diff=lfs merge=lfs -text
+images/mp* filter=lfs diff=lfs merge=lfs -text
+images/mypix11.png filter=lfs diff=lfs merge=lfs -text
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+images/mypix18.png filter=lfs diff=lfs merge=lfs -text
+example_sobel.ipynb filter=lfs diff=lfs merge=lfs -text

README.md

@@ -89,7 +89,7 @@ class Net(nn.Module):
 
 We provide an example notebook that demonstrates how to train the model:
 
-[Open the example notebook](./example.ipynb)
+[Open the example notebook](./example_sobel.ipynb)
 
 This notebook is intended as a starting point for experimentation and helps you quickly see how to use the dataset in practice.