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Semantic Segmentation Architectures Implemented in PyTorch

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Nice work~ But I wonder whether you'd like to add DeepLab models, like DeepLab V2, DeepLab V3, DeepLab V3+, since this is a classic work and is used widly as...

hi, i am trying to run the code, and getting the following error, your help is appreciated. data = json.load(open(config_file)) FileNotFoundError: [Errno 2] No such file or directory: 'config.json'

any example of cityscape config file?

Hello, thx for your sharing, I am new to segmentation with deep learning. I have checked the unet paper, in the decode part of unet, the upsampled feature maps seems...

I can only achieve a mIoU of ~ 52% using the trained model of PSPNet on the val set even with the full resolution on cityscapes with this psp model,...

In the implementation of get_lr() function of Polynomial LR, self.last_epoch % self.max_iter will always be true unless last_epoch > max_iter https://github.com/meetshah1995/pytorch-semseg/blob/89f4abe180528a69e32ac1217746f68dfafd0e36/ptsemseg/schedulers/schedulers.py#L26-L31

I want to train segnet, but i don't know how to set the config. Can anyone help me? Thank you so much. What's more, how should i process the dataset...

from ptsemseg.augmentations import Compose, RandomHorizontallyFlip, RandomRotate, raw_input ImportError: cannot import name 'raw_input'

Planned updates * Upgrade to pytorch-1.0 * Allow support for models to have custom loss functions. * Pretrained models on S3 for common models-dataset pairs * Compatibility matrix for dataset...