Testing data

Question

Testing data

Malaika68 opened this issue 3 years ago · 7 comments

Malaika68 commented 3 years ago

After training.. how can we test our data?

Answer 1 · 2021-09-15T15:27:03.000Z

Can you please help in tiling and stitching data?

Answer 2 · 2021-09-17T06:23:51.000Z

Hi Malaika, this paper might help: https://arxiv.org/abs/1805.12219

Answer 3 · 2021-09-17T20:43:44.000Z

Hey thanks for the help. dimensions of my dataset image are 57x60. but it does not train on that dimension. Can ypu please tell where i can change the dimensions in the code?

Answer 4 · 2021-09-17T22:35:45.000Z

Also please tell me that why it is cropping my image from side after training?

Answer 5 · 2021-09-20T07:24:01.000Z

That's because the input dimensions should be a multiple of 32 (this is a limitation that all UNet-based models share in a similar fashion).

You could try padding the inputs to a size of 64x64.

Answer 6 · 2021-09-20T07:39:21.000Z

Okay great.. I have tried that. Also can you please tell the channels of images and its labels. Because I am getting channels dimension error. If the channels of images and labels are 3 or 1?

Answer 7 · 2021-09-20T07:57:51.000Z

You can set the number of input channels in config.yml (model_args.input_channels), it should be 3 by default. Labels should have 1 as the channel dimension.