https://github.com/ZwX1616/mxnet-CoordConv

MXNET symbolic implementation of coordinate convolution
https://github.com/ZwX1616/mxnet-CoordConv

Last synced: 2 months ago
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MXNET symbolic implementation of coordinate convolution

• Host: GitHub
• URL: https://github.com/ZwX1616/mxnet-CoordConv
• Owner: ZwX1616
• Created: 2018-07-20T02:42:06.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-07-20T02:52:59.000Z (over 6 years ago)
• Last Synced: 2024-08-01T22:39:58.903Z (5 months ago)
• Language: Python
• Homepage:
• Size: 2.93 KB
• Stars: 11
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• Awesome-MXNet - **CoordConv**

README

        
# mxnet-CoordConv

MXNET symbolic implementation of - 

'An intriguing failing of convolutional neural networks and the CoordConv solution'

(arxiv.org/abs/1807.03247)

usage:

1. download the .py file

2. from CoordConv_sym import CoordConv2D

3. in your model, replace mx.sym.Convolution() with CoordConv2D()

4. train model as usual

initially supports 2d-conv only, you may modify it for your own purposes