CapsLayer

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Performance issues in /capslayer/data/datasets (by P3)

1

Hello! I've found a performance issue in /capslayer/data/datasets: `batch()` should be called before `map()`, which could make your program more efficient. Here is [the tensorflow document](https://tensorflow.google.cn/guide/data_performance?hl=zh_cn#vectorized_mapping) to support it. Detailed...

DLPerf

Hello,I found a performance issue in the definition of `__call__(self, batch_size, mode)` , capslayer/data/datasets/cifar10/reader.py, [dataset = dataset.map(parse_fun)](https://github.com/naturomics/CapsLayer/blob/aed1feadfe9244ff7c8fddeb26f67146ea638d2a/capslayer/data/datasets/cifar10/reader.py#L77) was called without **num_parallel_calls**. I think it will increase the efficiency of your...

DLPerf

Thank you for this project. Is it possible to do a multi-label classification with CapsNet such that the softmax output can predict multiple classes for each input image? Thanks so...

leven101

Hi, first of all, thanks for this great project! I noticed that in `models/main.py` (line 206) the fashion mnist dataset is called 'fashion-mnist'. ``` # Deciding which dataset to use...

moejoe95

Hello naturomics! Thank you for this great code that is helping me understand capsule networks. In the documentation i saw that all of the capsules are seeing activation, but when...

robertp624

simvolice

tensorflow2.0 how to write config.py？

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tensorflow2.0 how to write config.py？ AttributeError: module 'tensorflow' has no attribute 'app'

YuQing-Que

alexandrelefourner

Reproducing results from "Matrix Capsules with EM Routing"

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Using this implementation, has anyone managed to get close to the results reported in the paper on the smallNORB dataset?

ashleygritzman

ModuleNotFoundError: No module named 'capslayer.data.datasets.stanford_drone'

2

Hi, I created the datareader and datawriter according to my own dataset by following the tutorials. I made the necessary changes to config.py and main.py files. But I get an...

akorez