SegCaps

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I'm trying to evaluate the performance of the code for segmentation of my 2D CT images. However, there is problem for loading deconv_length from keras.utils.conv_utils or even tensorflow.keras.utils. I googled...

MehdiMahdaviara

I am trying to use jupyter notebook 20180701-SegCapsR3-image-segmentation-with Color image input.ipynb but while loading the model it throws an error : ValueError: Dimension 0 in both shapes must be equal,...

immkapoor

Hi eveyone, When I run code, I get an error like below. Could you help me about it,please? 

akare55

Hi Cheng Lin Li, Could you list all the dependencies versions in the requirements.txt as well? I just can't import print_summary from keras.utils, so I really need to know the...

Ian-Liao

Hi @Cheng-Lin-Li, thanks for your great effort. I have a question about using custom dataset. Is it possible to train SegCapsR3 with 3 channels RGB images and 1 channel grayscale...

fatihergin

Hi Cheng Lin Li, May I know whether you realized the Experiments Results stated in paper of Capsules for Object Segmentation? or something equivalent? Kindly regards Jeff

itxiud2015

Can not load images and masks

3

Unable to load img or masks for 43 index 3 is out of bounds for axis 2 with size 3 Skipping file ---------------------------------------------------------------------------------------------------- INFO 2019-07-23 21:14:04,744: path_to_np=data/np_files/404.npz INFO 2019-07-23 21:14:04,744:...

Nosherwan-Akram

Training image and mask error

4

Thank you for your implementation of SegCaps. I train on my dataset ,got a problem"Unable to load img or masks for 00001,too many indices for array,Skipping file". When loading MSCOO...

tanchaozhen

@Cheng-Lin-Li Thanks for sharing this wonderful work! I have a question about the transformation matrix. It's mentioned in the paper that different transformation matrices are used for each type of...

tzeng99

bad mask

1

I run the following command : python3 ./main.py --test --Kfold 2 --net segcapsr3 --data_root_dir=data --loglevel 2 --which_gpus=-2 --gpus=0 --dataset mscoco17 --weights_path saved_models/segcapsr3/split-0_batch-1_shuff-1_aug-0_loss-dice_slic-1_sub--1_strid-1_lr-0.0001_recon-20.0_model_20180705-092846.hdf5. I joined the image, the reference mask and...

fenaux