Simon Karlsson comments

Results 20 comments of


                                            Simon Karlsson

Error with train_on_batch

Hi @kohheekyung, sorry for the late answer. Image sizes are tricky since the layers in the models automatically add padding, as default behaviour by keras, which results in changes in...

Continue training from a checkpoint

Hi @Erfandarzi, I would suggest using the keras function model.load_weights("path_to_weights") before line 239, and maybe force the correct epoch number to start on

some error about running code

Hi @fdcqqqq, I believe both errors come från the same problem. Since our reasearch never handled .tif images the load_data.py does not handle them. To fix this, modify on row...

some error about running code

Hi @fdcqqqq, In our research we used 16 bit .png images of the size 304x256 pixels with one channel.

some error about running code

It could perhaps be a normalization error. Look at the values in the resulting image and try to draw conclusions. Maybe multiply the whole image with 255?

some error about running code

I simply meant to scale and translate your output to the expected values the image viewer you are using wants. I guess between 0-255 are common so perhaps try that.

some error about running code

Hi @hala3, The Keras version used was 2.1.2 and I believe the lastest Keras-contrib version should work.

some error about running code

Try doing as the error suggests and change the function _keep_dims_ to _keepdims_. Changing the image size should not be a problem. Not all sizes will work though since the...

some error about running code

Hi @hamyadkiani, @fdcqqqq Seemed to figure it out, what was your solution @fdcqqqq?

ERROR IN LINE #9

Hi @manvirvirk, sorry for the late answer. I believe it has something to do with keras version. Check if 'Container' perhaps has depricated from keras.engine.topology