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Subject [GitHub] solin319 commented on issue #8423: Re-implement segnet in MXnet
Date Thu, 01 Jan 1970 00:00:00 GMT
solin319 commented on issue #8423: Re-implement segnet in MXnet
URL: https://github.com/apache/incubator-mxnet/pull/8423#issuecomment-341647873
 
 
   @zhreshold 
   Yes, the test result can match the paper.
   In CamVid data-set, we used 367 for training and 233 for testing like paper.
   The train command is `python train_segnet.py --gpus 0,1,2,3 --lr=0.01 --network=segnet_basic`.
   The result was shown below.
   ![segnet_basic](https://user-images.githubusercontent.com/13029886/32365889-ba8925fe-c0b6-11e7-86b7-83794c983c8a.png)
   We also trained with segnet_basic_with_drop, the result was shown below.
   ![segnet_basic_with_drop](https://user-images.githubusercontent.com/13029886/32365911-dbc16312-c0b6-11e7-94c5-d37e55791901.png)
   The test accuracy was similar to the paper.

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