├── .gitignore ├── LICENSE ├── README.md ├── config ├── cityscapes_deeplabv3p.yaml ├── eval │ └── cityscapes_deeplab_v3_plus.yaml └── pascal_unet_res18_scse.yaml ├── data └── .gitkeep ├── logs └── .gitkeep ├── model └── .gitkeep ├── src ├── __init__.py ├── converter │ ├── convert_mobilenetv2.py │ └── convert_xception65.py ├── dataset │ ├── __init__.py │ ├── apolloscape.png │ ├── apolloscape.py │ ├── cityscapes.png │ ├── cityscapes.py │ ├── pascal_voc.png │ └── pascal_voc.py ├── eval.png ├── eval_cityscapes.py ├── logger │ ├── __init__.py │ ├── log.py │ └── plot.py ├── losses │ ├── binary │ │ ├── __init__.py │ │ ├── dice_loss.py │ │ ├── focal_loss.py │ │ └── lovasz_loss.py │ └── multi │ │ ├── __init__.py │ │ ├── focal_loss.py │ │ ├── lovasz_loss.py │ │ ├── ohem_loss.py │ │ ├── softiou_loss.py │ │ └── sym_loss.py ├── models │ ├── __init__.py │ ├── common.py │ ├── decoder.py │ ├── encoder.py │ ├── ibn.py │ ├── mobilenet.py │ ├── net.py │ ├── oc.py │ ├── scse.py │ ├── spp.py │ ├── tta.py │ └── xception.py ├── start_train.sh ├── stop_train.sh ├── train.py └── utils │ ├── __init__.py │ ├── custum_aug.py │ ├── functional.py │ ├── metrics.py │ ├── optimizer.py │ ├── preprocess.py │ ├── scheduler.py │ └── visualize.py └── tf_model └── .gitkeep /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nyoki-mtl/pytorch-segmentation/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nyoki-mtl/pytorch-segmentation/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nyoki-mtl/pytorch-segmentation/HEAD/README.md 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