https://github.com/srihari-humbarwadi/FastFCN_TF2.0

TensorFlow2.0 implementation FastFCN - https://arxiv.org/pdf/1903.11816v1.pdf
https://github.com/srihari-humbarwadi/FastFCN_TF2.0

Last synced: 3 months ago
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TensorFlow2.0 implementation FastFCN - https://arxiv.org/pdf/1903.11816v1.pdf

• Host: GitHub
• URL: https://github.com/srihari-humbarwadi/FastFCN_TF2.0
• Owner: srihari-humbarwadi
• Created: 2019-08-04T07:35:27.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-08-06T05:48:41.000Z (over 5 years ago)
• Last Synced: 2024-04-08T02:56:29.514Z (7 months ago)
• Language: Jupyter Notebook
• Size: 177 KB
• Stars: 11
• Watchers: 3
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• Awesome-Tensorflow2 - srihari-humbarwadi/FastFCN_TF2.0

README

        
## Architecture

![](architecture.png)

## Implementation Details

 - Backbone : ResNet101

 - Head : ASPP (DeepLabv3+)

## TODO

- [ ] Random Scaling in input pipeline

- [ ] Complete Training on Cityscapes

- [ ] Upload weights