├── .gitignore ├── LICENSE ├── README.md ├── agent.py ├── cityscapesScripts ├── README.md ├── cityscapesscripts │ ├── __init__.py │ ├── annotation │ │ └── cityscapesLabelTool.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── addToConfusionMatrix.pyx │ │ ├── addToConfusionMatrix_impl.c │ │ ├── evalInstanceLevelSemanticLabeling.py │ │ ├── evalPixelLevelSemanticLabeling.py │ │ ├── evalPixelLevelSemanticLabeling_mine.py │ │ ├── instance.py │ │ ├── instances2dict.py │ │ └── setup.py │ ├── helpers │ │ ├── __init__.py │ │ ├── annotation.py │ │ ├── csHelpers.py │ │ └── labels.py │ ├── preparation │ │ ├── __init__.py │ │ ├── createTrainIdInstanceImgs.py │ │ ├── createTrainIdLabelImgs.py │ │ ├── json2instanceImg.py │ │ └── json2labelImg.py │ └── viewer │ │ ├── __init__.py │ │ └── cityscapesViewer.py ├── docs │ └── csCalibration.pdf └── license.txt ├── config ├── __init__.py ├── config.py └── experiments_config │ ├── dilation_mobilenet_test.yaml │ ├── dilation_mobilenet_train.yaml │ ├── dilation_resnet18_train.yaml │ ├── dilation_shufflenet_train.yaml │ ├── dilation_vgg16_train.yaml │ ├── dilationv2_mobilenet_test.yaml │ ├── dilationv2_mobilenet_train.yaml │ ├── dilationv2_shufflenet_test.yaml │ ├── dilationv2_shufflenet_train.yaml │ ├── fcn8s_mobilenet_test.yaml │ ├── fcn8s_mobilenet_train.yaml │ ├── fcn8s_mobilenet_traincoarse.yaml │ ├── fcn8s_mobilenet_trainh5.yaml │ ├── fcn8s_mobilenet_trainnpy.yaml │ ├── fcn8s_shufflenet_test.yaml │ ├── fcn8s_shufflenet_train.yaml │ ├── fcn8s_shufflenet_traincoarse.yaml │ ├── fcn8s_shufflenet_trainh5.yaml │ ├── fcn8s_vgg16_test.yaml │ ├── fcn8s_vgg16_train.yaml │ ├── fcn8s_vgg16_traincoarse.yaml │ ├── fcn8s_vgg16_video.yaml │ ├── test_overfit.yaml │ ├── unet_mobilenet_test.yaml │ ├── unet_mobilenet_train.yaml │ ├── unet_mobilenet_traincoarse.yaml │ ├── unet_resnet18_test.yaml │ ├── unet_resnet18_train.yaml │ ├── unet_resnet18_traincoarse.yaml │ ├── unet_shufflenet_test.yaml │ ├── unet_shufflenet_train.yaml │ ├── unet_vgg16_test.yaml │ └── unet_vgg16_train.yaml ├── data ├── .empty ├── __init__.py ├── cityscapes_tfdata │ ├── gen.sh │ ├── gen_path_files.py │ ├── train.txt │ └── val.txt ├── coco │ ├── coco_dataset.py │ ├── preprocess_coco_h5.py │ └── pycocotools │ │ ├── __init__.py │ │ ├── _mask.c │ │ ├── _mask.pyx │ │ ├── coco.py │ │ ├── cocoeval.py │ │ └── mask.py ├── compute_weights.py ├── data_augmentor.py ├── data_for_test_n_overfit │ ├── X_train.npy │ └── Y_train.npy ├── debug │ ├── debug_x.npy │ ├── debug_y.npy │ └── preprocess_debug_data.py ├── gen_path_files.py ├── postprocess.py ├── preprocess_174.sh ├── preprocess_cityscapes.py ├── preprocess_cityscapes_h5.py ├── preprocess_cityscapes_tfrecords.py ├── preprocess_full.sh ├── preprocess_npy.py ├── test_h5_file.py └── verfiy_tfrecords.py ├── figures └── fig.png ├── layers ├── __init__.py ├── convolution.py ├── dense.py ├── pooling.py └── utils.py ├── main.py ├── metrics ├── __init__.py ├── metrics.py └── sample_test.py ├── models ├── __init__.py ├── basic │ ├── __init__.py │ └── basic_model.py ├── dilation.py ├── dilation_mobilenet.py ├── dilation_resnet18.py ├── dilation_shufflenet.py ├── dilationv2_mobilenet.py ├── dilationv2_shufflenet.py ├── encoders │ ├── VGG.py │ ├── __init__.py │ ├── mobilenet.py │ ├── resnet_18.py │ ├── shufflenet.py │ └── tests │ │ ├── __init__.py │ │ └── test_resnet_18.ipynb ├── fcn8s.py ├── fcn8s_mobilenet.py ├── fcn8s_mobilenet_tfrecords.py ├── fcn8s_mobilenet_upsample.py ├── fcn8s_resnet18.py ├── fcn8s_resnet18_upsample.py ├── fcn8s_shufflenet.py ├── fcn8s_shufflenet_upsample.py ├── linknet.py ├── onavos.py ├── unet_mobilenet.py ├── unet_shufflenet.py └── unet_vgg16.py ├── out_networks_layers └── .empty ├── pretrained_weights └── .empty ├── requirements.txt ├── requirements_gpu.txt ├── run.sh ├── shs └── .empty ├── stat.t7 ├── test └── __init__.py ├── train ├── __init__.py ├── basic_train.py ├── new_train.py └── train.py └── utils ├── __init__.py ├── augmentation.py ├── 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