Matrix-Capsules-EM-Tensorflow

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I try to replace the batch_squash with batch_x, and the reconstruct loss going to very large. Why we can not training with original MNIST data?

898582324

eval.py

1

There is no file "eval.py" in the code files.

liuyi1989

What happen if we remove `coord_add` function from code? why we need this function?

mortezakarimi

CIFAR10 giving on 0.37 accuracy

2

I completed the code for cifar10 and made it run. The model gets 0.37 accuracy which is very disheartening. Do you think there is a problem with the code or...

ayesha92ahmad

Is there Something to be done after running download.sh for smallNORB data to be available?

6

I run `./download.sh` under ./data and then the directory `smallNORB` and 4 files `smallnorb-xxxx-{testing|training}-{cat|dat}.mat` got available. But when I tried to train the network with the smallNORB dataset by sending...

moriyas1984

EM routing for convolutional capsules

2

Hi, thanks for sharing your implementation. I read through your high-level description on https://openreview.net/forum?id=HJWLfGWRb , and I have a question about your implementation of the EM routing for convolutional capsule...

xqms

Test on smallNORM with parameters specified in the paper have very bad result

5

Thanks for posting the code! I tried your code on smallNORM dataset with the parameter specified in the paper: A=64 B=8 C=D=16, routing iteration = 3, batch_size = 64 (set...

YifeiAI

the mean and std of smallNORB dataset

1

I want to realize the first normalization of smallNORB, but I could not get the value of mean and variance(std) in data/smallNORB.py 177 line: mean, variance = tf.nn.moments(image, [0, 1,...

HJLYU0519

Could you please explain why loss values after 1200 iterations are growing up? 2018-12-28 07:17:58,417 [19476] INFO main: 412 iteration finishs in 3.548040 second loss=0.288399 2018-12-28 08:17:33,187 [19476] INFO main:...

Jalilnkh

How to add a dataset to the Coord_add function ?

1

I want to train this program with my own dataset, but I have difficulties to add it to the get_coord_add function. Could someone please help me ?

SafaaDaf