fixed some issues (#400)
* 1 动态输入 2 图像预处理和后处理和pytorch同步 3 代码格式统一 * 重新梳理代码 * tab 替换为4 space * HRNet-Semantic-Segmentation * update result img * update readme * Synchronize * Modify some bugs
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@ -110,8 +110,8 @@ ILayer* convBnLeaky(INetworkDefinition *network, std::map<std::string, Weights>&
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conv1->setPaddingNd(DimsHW{ p, p });
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conv1->setNbGroups(g);
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//IScaleLayer* bn1 = addBatchNorm2d(network, weightMap, *conv1->getOutput(0), lname + ".bn", 1e-4);
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IScaleLayer* bn1 = addBatchNorm2d(network, weightMap, *conv1->getOutput(0), lname.substr(0, lname.find_last_of(".")) + bnname, 1e-3);
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auto lr = network->addActivation(*bn1->getOutput(0), ActivationType::kLEAKY_RELU);
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IScaleLayer* bn1 = addBatchNorm2d(network, weightMap, *conv1->getOutput(0), lname.substr(0, lname.find_last_of(".")) + bnname, 1e-5);
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auto lr = network->addActivation(*bn1->getOutput(0), ActivationType::kRELU);
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lr->setAlpha(0.1);
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return lr;
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}
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@ -1,13 +1,13 @@
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# HRNet-Semantic-Segmentation
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The Pytorch implementation is [HRNet-Semantic-Segmentation](https://github.com/HRNet/HRNet-Semantic-Segmentation). The implemented model is **HRNetV2-W18-Small-v2**
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The Pytorch implementation is [HRNet-Semantic-Segmentation-v1.1](https://github.com/HRNet/HRNet-Semantic-Segmentation/tree/pytorch-v1.1). The implemented model is **HRNetV2-W18-Small-v2**
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## How to Run
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* 1. generate .wts
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Download code and model from [HRNet-Semantic-Segmentation](https://github.com/HRNet/HRNet-Semantic-Segmentation) and config your environments.
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Download code and model from [HRNet-Semantic-Segmentation-v1.1](https://github.com/HRNet/HRNet-Semantic-Segmentation/tree/pytorch-v1.1) and config your environments.
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Put `demo.py` in the `YOUR_ROOT_DIR\HRNet-Semantic-Segmentation\tools ` folder, set `savewts in main()` as `True`, and run, the .wts will be generated.
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