utkuozbulak / pytorch-custom-dataset-examples

Some custom dataset examples for PyTorch

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what if the labels are images ?

Ng-ms opened this issue · comments

commented

what to change in the custom dataset to make it work on images as ground truth not cvs file ?

Hey,

Then you can just return two images represented as tensors. In the examples, after all the logic, instead of

return (img_as_tensor, single_image_label)

you will have

return (img_as_tensor, target_as_tensor)

I was planning to include example for segmentation (i.e., return image, image) for a while, I will try to update the repository in the upcoming days to have an actual example.

commented

thank you utku , i am waiting for your rep ,
another question is it possible to show the segmented part as 3D with pytorch ?

Hey,

What do you mean by 'showing the segmented parts as 3d'? In terms of a custom dataset, 3d image is no different than 2d image. Instead of (Channel[1 or 3] x Height x Width) you return an image with (Slice x Height x Width). So, in most cases it has 3 dimensions.