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Implement deformable convnet on MNIST using Tensorflow

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Name		Name	Last commit message	Last commit date
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.gitignore		.gitignore
README.md		README.md
config.py		config.py
main.py		main.py
main_conv.py		main_conv.py
ops.py		ops.py
result.png		result.png
utils.py		utils.py
visualization.py		visualization.py

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Deformable convnet

Requirement

tensorflow==1.2.1

Result on minist

Time comparision

time unit: ms
input size: (batch, width, height, channel)=[100,28,28,1]
test on GeForce GTX 1050 Ti

item	conv	deform_conv
train	0.0095	0.4685
test	0.0037	0.3962

Reference

Main code comes from Here

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Implement deformable convnet on MNIST using Tensorflow

tensorflow mnist deformable-convnets

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Python 100.0%