Using fastai for Segmentation, receiving a CUDA device-side assertion error

[harikrishnanrajeev (hari rajeev)]

Please have a look at the approach in this link

Unet Segmentation Mask Converter to help against common errors / problems

Many seem to have problems with Segmentation and the used masks. Because of that I wrote some functions that can help anybody to overcome the problems. I did not test it thoroughly, only one RGB and one gray scaled image, where it worked as expected. You only have to provide the path, where the labels / masks are as well as a path to a folder where you want to save the converted masks. The new files will be named as the old ones. Converted masks contain only values from 0 to N, where N is the n…

this works