├── README.md ├── dataset ├── README.md ├── calculate_class_weight.py ├── cityscapes │ ├── Percent.png │ ├── cityscape_scripts │ │ ├── __init__.py │ │ ├── download_cityscapes.sh │ │ └── process_cityscapes.py │ ├── cityscapes.py │ ├── cityscapes_test_list.txt │ ├── cityscapes_train_list.txt │ ├── cityscapes_trainval_list.txt │ ├── cityscapes_val_list.txt │ └── class_map.csv ├── generate_txt.py └── inform │ └── cityscapes_inform.pkl ├── example ├── aachen_000000_000019_gtFine_color.png ├── aachen_000000_000019_gtFine_labelTrainIds.png ├── aachen_000000_000019_leftImg8bit.png ├── average_results.png ├── class_results1.png ├── class_results2.png ├── class_results3.png ├── lindau_000000_000019_leftImg8bit.png ├── lindau_000000_000019_leftImg8bit_color.png └── lindau_000000_000019_leftImg8bit_gt.png ├── model ├── BiSeNet.py ├── BiSeNetV2.py ├── DDRNet.py ├── DeeplabV3Plus.py ├── FCN8s.py ├── FCN_ResNet.py ├── HRNet.py ├── PSPNet │ ├── psanet.py │ ├── pspnet.py │ └── resnet.py ├── SegNet.py ├── UNet.py ├── base_model │ ├── __init__.py │ ├── resnet.py │ └── xception.py └── sync_batchnorm │ ├── __init__.py │ ├── batchnorm.py │ ├── batchnorm_reimpl.py │ ├── comm.py │ ├── replicate.py │ └── unittest.py ├── predict.py ├── predict.sh ├── requirements.txt ├── train.py ├── train.sh └── utils ├── colorize_mask.py ├── distributed.py ├── earlyStopping.py ├── flops_counter ├── CHANGELOG.md ├── Flops_test.py ├── LICENSE ├── README.md ├── __init__.py ├── ptflops │ ├── __init__.py │ └── flops_counter.py └── setup.py ├── fps_test └── eval_forward_time.py ├── image_transform.py ├── losses ├── __init__.py ├── loss.py └── lovasz_losses.py ├── metric ├── SegmentationMetric.py └── __init__.py ├── optim ├── AdamW.py ├── Lookahead.py ├── RAdam.py ├── Ranger.py └── __init__.py ├── plot_log.py ├── record_log.py ├── scheduler ├── __init__.py └── lr_scheduler.py └── utils.py /README.md: -------------------------------------------------------------------------------- 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