https://github.com/oyam/pytorch-DPNs

Pytorch Imprementation of Dual Path Networks
https://github.com/oyam/pytorch-DPNs

Last synced: about 1 month ago
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Pytorch Imprementation of Dual Path Networks

• Host: GitHub
• URL: https://github.com/oyam/pytorch-DPNs
• Owner: oyam
• License: mit
• Created: 2017-07-13T10:04:07.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-08-30T05:51:11.000Z (over 7 years ago)
• Last Synced: 2024-08-01T22:50:06.836Z (4 months ago)
• Language: Python
• Homepage: https://arxiv.org/abs/1707.01629
• Size: 713 KB
• Stars: 90
• Watchers: 5
• Forks: 30
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-image-classification - unofficial-pytorch : https://github.com/oyam/pytorch-DPNs
• awesome-image-classification - unofficial-pytorch : https://github.com/oyam/pytorch-DPNs

README

        
# pytorch-DPNs

Pytorch Imprementation of Dual Path Networks modified from [https://github.com/pytorch/examples/tree/master/imagenet](https://github.com/pytorch/examples/tree/master/imagenet).  

![overview](imgs/overview.png)

## Original results on ImageNet-1k



## Acknowledgement

A part of the code is based on implementation of [cypw/DPNs](https://github.com/cypw/DPNs)

## Other Implementations

0. [MXNet Implementation](https://github.com/cypw/DPNs) by cypw  

1. My [Chainer Implementation](https://github.com/oyam/chainer-DPNs)

2. [Keras Implementation](https://github.com/titu1994/Keras-DualPathNetworks) by titu1994

3. [PyTorch Implementation](https://github.com/rwightman/pytorch-dpn-pretrained) by rwightman