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| 2 | 2 | Pytorch code for semantic segmentation. This is a minimal code to run PSPnet and Deeplabv3 on Cityscape dataset. | 
| 3 | 3 | Shortly afterwards, the code will be reviewed and reorganized for convenience. | 
| 4 | 4 | 
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| 5 |  | -**The new version toolbox is released on branch [Pytorch-1.1](https://github.com/speedinghzl/pytorch-segmentation-toolbox/tree/pytorch-1.1) which support Pytorch 1.0 or later and distributed multiprocessing training and testing** | 
|  | 5 | +**The new version toolbox is released on branch [Pytorch-1.1](https://github.com/speedinghzl/pytorch-segmentation-toolbox/tree/pytorch-1.1) which supports Pytorch 1.0 or later and distributed multiprocessing training and testing** | 
| 6 | 6 | 
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| 7 | 7 | ### Highlights of Our Implementations | 
| 8 | 8 | - Synchronous BN | 
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