https://github.com/borhanmorphy/image-model-blocks

Implementation of image model blocks using pytorch
https://github.com/borhanmorphy/image-model-blocks

Last synced: 8 months ago
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Implementation of image model blocks using pytorch

• Host: GitHub
• URL: https://github.com/borhanmorphy/image-model-blocks
• Owner: borhanMorphy
• License: mit
• Created: 2021-01-25T07:06:09.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2021-01-26T13:19:09.000Z (over 5 years ago)
• Last Synced: 2025-03-17T06:49:26.362Z (over 1 year ago)
• Language: Python
• Size: 4.88 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# image-model-blocks

Implementation of image model blocks using pytorch

## TODO

- [ ] [Inception](https://arxiv.org/pdf/1409.4842v1.pdf) 2014

- [ ] [Residual](https://arxiv.org/abs/1512.03385v1) 2015

- [ ] [Bottleneck Residual](https://arxiv.org/abs/1512.03385v1) 2015

- [ ] [Spatial Transformer](https://arxiv.org/abs/1506.02025v3) 2015

- [ ] [Inception V3](https://arxiv.org/abs/1512.00567v3) 2015

- [ ] [Dense](https://arxiv.org/abs/1608.06993v5) 2016

- [ ] [ResNeXt](https://arxiv.org/abs/1611.05431v2) 2016

- [ ] [Fire](https://arxiv.org/abs/1602.07360v4) 2016

- [ ] [Wide Residual](https://arxiv.org/abs/1605.07146v4) 2016

- [ ] [Hourglass](https://arxiv.org/abs/1603.06937v2) 2016

- [ ] [SRGAN Residual](https://arxiv.org/abs/1609.04802v5) 2016

- [ ] [ENet](https://arxiv.org/abs/1606.02147v1) 2016

- [ ] [Pyramidal Residual](https://arxiv.org/abs/1610.02915v4) 2016

- [ ] [Fractal](https://arxiv.org/abs/1605.07648v4) 2016

- [ ] [Squeeze and Excitation](https://arxiv.org/abs/1709.01507v4) 2017

- [ ] [ShuffleNet](https://arxiv.org/abs/1707.01083v2) 2017

- [ ] [DPN](https://arxiv.org/abs/1707.01629v2) 2017

- [ ] [Spatial Attention Module](https://arxiv.org/abs/1807.06521v2) 2018

- [ ] [Channel Attention Module](https://arxiv.org/abs/1807.06521v2) 2018

- [ ] [ESP](https://arxiv.org/abs/1803.06815v3) 2018