# capsule_network
胶囊神经网络
## Capsule network
I tried to implement the idea in [Dynamic Routing Between Capsules](https://arxiv.org/abs/1710.09829)
<img src="output/capsule.png">
<img src="output/capsNet.png">
### Reconstruction - Raw images
<img src="output/recon_image_1.png" width=200px> <img src="output/recon_image_2.png" width=200px> <img src="output/recon_image_3.png" width=200px>
<img src="output/test_image_1.png" width=200px> <img src="output/test_image_2.png" width=200px> <img src="output/test_image_3.png" width=200px>
胶囊神经网络.zip （46个子文件） 
胶囊神经网络_capsule_network 项目内附说明 
如果解压失败请用ara软件解压.txt 42B capsule_network-master 
main.py 4KB data mnist 
t10k-images-idx3-ubyte.gz 1.57MB train-labels-idx1-ubyte.gz 28KB train-images-idx3-ubyte.gz 9.45MB t10k-labels-idx1-ubyte.gz 4KB output 
test_image_5.png 9KB test_image_1.png 9KB recon_image_1.png 14KB test_image_4.png 8KB recon_image_3.png 16KB recon_image_2.png 14KB recon_image_5.png 16KB test_image_3.png 9KB recon_image_4.png 15KB capsule.png 542KB capsNet.png 196KB test_image_2.png 8KB .idea capsule_network.iml 499B vcs.xml 180B workspace.xml 22KB misc.xml 288B modules.xml 282B core utils.py 1KB __init__.py 0B __init__.pyc 153B utils.pyc 763B __pycache__ utils.cpython-35.pyc 1KB __init__.cpython-35.pyc 149B model __init__.py 0B CapsNet.pyc 8KB CapsNet.py 8KB __init__.pyc 154B __pycache__ __init__.cpython-35.pyc 150B CapsNet.cpython-35.pyc 7KB .gitignore 1KB README.md 550B config __init__.py 0B parameter.py 268B parameter.pyc 558B __init__.pyc 155B config.pyc 436B __pycache__ parameter.cpython-35.pyc 473B config.cpython-35.pyc 390B __init__.cpython-35.pyc 151B config.py 345B资源评论
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