awesome-semantic-segmentation-pytorch
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Tramac
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
Hi, I'm confused that why you minus 1 in this function of ade.py. `def _mask_transform(self, mask): return torch.LongTensor(np.array(mask).astype('int32') - 1)` Thx for ur explanation.
Each image in my dataset is 256*256, and is divided into two categories: background and subject. It contains -train --image --mask -test --image --mask Could you please tell me which...
RuntimeError: The size of tensor a (64) must match the size of tensor b (128) at non-singleton dimension 3
adopt eval.py Only the precision and Miou of each verification set can be obtained. How to get the best result and the Miou of each category
I run the eval.py, I used the pycharm 2020 and i got a error: Error: failed to send plot to http://127.0.0.1:63342 Traceback (most recent call last): File "/home/nihao/.pycharm_helpers/pycharm_display/datalore/display/display_.py", line 60,...
aux
deeplabv3plus demo Missing key(s) in state_dict: "auxlayer.block.0.weight", "auxlayer.block.1.weight", "auxlayer.block.1.bias", "auxlayer.block.1.running_mean", "auxlayer.block.1.running_var", "auxlayer.block.4.weight", "auxlayer.block.4.bias". When i set aux =False is Ok What the aux mean？
dfa_net
I have met a question, I used dfa to train my own dataset,and it proformed well training, but worse in evaluating. why? Then my input are negative, is this normal?...
E:/Anaconda3/envs/awesome/lib/site-packages/torch/include\c10/util/Half.h(324): note: 参见“c10::Half”的声明 E:/Anaconda3/envs/awesome/lib/site-packages/torch/include\THC/generic/THCTensorMathReduce.h(17): warning C4190: “THCudaHalfTensor_maxall”有指定的 C 链接，但返回了与 C 不兼容的 UDT“c10::Half” E:/Anaconda3/envs/awesome/lib/site-packages/torch/include\c10/util/Half.h(324): note: 参见“c10::Half”的声明 E:/Anaconda3/envs/awesome/lib/site-packages/torch/include\THC/generic/THCTensorMathReduce.h(38): warning C4190: “THCudaHalfTensor_medianall”有指定的 C 链接，但返回了与 C 不兼容的 UDT“c10::Half” E:/Anaconda3/envs/awesome/lib/site-packages/torch/include\c10/util/Half.h(324): note: 参见“c10::Half”的声明 E:/Anaconda3/envs/awesome/lib/site-packages/torch/include\THC/THCNumerics.cuh(83): warning C4804:...
Hi When I run python3 test_model.py --model bisenet --backbone resnet18 ,The following error occurred： Namespace(backbone='resnet18', dataset='pascal_voc', device=device(type='cuda', index=0), epochs=50, lr=0.001, model='bisenet', momentum=0.9, weight_decay=0.0001) Test model: bisenet Traceback (most recent call...
