├── .gitignore ├── LICENSE ├── README.md ├── data ├── README.md ├── code │ ├── LICENSE │ ├── OFFICIAL_README.md │ ├── configs │ │ ├── cityscape_fast_scnn.yaml │ │ ├── deepglobe_road_extraction.yaml │ │ ├── deeplabv3p_mobilenet-1-0_pet.yaml │ │ ├── deeplabv3p_mobilenetv2_cityscapes.yaml │ │ ├── deeplabv3p_mobilenetv3_large_cityscapes.yaml │ │ ├── deeplabv3p_resnet50_vd_cityscapes.yaml │ │ ├── deeplabv3p_xception65_cityscapes.yaml │ │ ├── deeplabv3p_xception65_optic.yaml │ │ ├── fast_scnn_pet.yaml │ │ ├── hrnet_optic.yaml │ │ ├── icnet_optic.yaml │ │ ├── lovasz_hinge_deeplabv3p_mobilenet_road.yaml │ │ ├── lovasz_softmax_deeplabv3p_mobilenet_pascal.yaml │ │ ├── ocrnet_w18_bn_cityscapes.yaml │ │ ├── pspnet_optic.yaml │ │ └── unet_optic.yaml │ ├── contrib │ │ ├── ACE2P │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── config.py │ │ │ ├── download_ACE2P.py │ │ │ ├── imgs │ │ │ │ ├── 117676_2149260.jpg │ │ │ │ ├── 117676_2149260.png │ │ │ │ ├── net.jpg │ │ │ │ └── result.jpg │ │ │ ├── infer.py │ │ │ ├── reader.py │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── palette.py │ │ │ │ └── util.py │ │ ├── HumanSeg │ │ │ ├── README.md │ │ │ ├── bg_replace.py │ │ │ ├── data │ │ │ │ ├── background.jpg │ │ │ │ ├── download_data.py │ │ │ │ └── human_image.jpg │ │ │ ├── datasets │ │ │ │ ├── __init__.py │ │ │ │ ├── dataset.py │ │ │ │ └── shared_queue │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── queue.py │ │ │ │ │ └── sharedmemory.py │ │ │ ├── export.py │ │ │ ├── infer.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── humanseg.py │ │ │ │ └── load_model.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ ├── backbone │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── mobilenet_v2.py │ │ │ │ │ └── xception.py │ │ │ │ ├── deeplabv3p.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── libs.py │ │ │ │ ├── seg_modules.py │ │ │ │ └── shufflenet_slim.py │ │ │ ├── pretrained_weights │ │ │ │ └── download_pretrained_weights.py │ │ │ ├── quant_offline.py │ │ │ ├── quant_online.py │ │ │ ├── requirements.txt │ │ │ ├── train.py │ │ │ ├── transforms │ │ │ │ ├── __init__.py │ │ │ │ ├── functional.py │ │ │ │ └── transforms.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── humanseg_postprocess.py │ │ │ │ ├── logging.py │ │ │ │ ├── metrics.py │ │ │ │ ├── post_quantization.py │ │ │ │ └── utils.py │ │ │ ├── val.py │ │ │ └── video_infer.py │ │ ├── LaneNet │ │ │ ├── README.md │ │ │ ├── configs │ │ │ │ └── lanenet.yaml │ │ │ ├── data_aug.py │ │ │ ├── dataset │ │ │ │ └── download_tusimple.py │ │ │ ├── eval.py │ │ │ ├── imgs │ │ │ │ ├── 0005_pred_binary.png │ │ │ │ ├── 0005_pred_instance.png │ │ │ │ └── 0005_pred_lane.png │ │ │ ├── loss.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── model_builder.py │ │ │ │ └── modeling │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── lanenet.py │ │ │ ├── reader.py │ │ │ ├── requirements.txt │ │ │ ├── train.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── config.py │ │ │ │ ├── dist_utils.py │ │ │ │ ├── generate_tusimple_dataset.py │ │ │ │ ├── lanenet_postprocess.py │ │ │ │ └── load_model_utils.py │ │ │ └── vis.py │ │ ├── MechanicalIndustryMeter │ │ │ ├── download_mini_mechanical_industry_meter.py │ │ │ ├── download_unet_mechanical_industry_meter.py │ │ │ ├── imgs │ │ │ │ ├── 1560143028.5_IMG_3091.JPG │ │ │ │ └── 1560143028.5_IMG_3091.png │ │ │ └── unet_mechanical_meter.yaml │ │ ├── README.md │ │ ├── RemoteSensing │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── docs │ │ │ │ ├── data_analyse_and_check.md │ │ │ │ ├── data_prepare.md │ │ │ │ ├── imgs │ │ │ │ │ ├── data_distribution.png │ │ │ │ │ ├── dataset.png │ │ │ │ │ ├── vis.png │ │ │ │ │ └── visualdl.png │ │ │ │ └── transforms.md │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── load_model.py │ │ │ │ ├── unet.py │ │ │ │ └── utils │ │ │ │ │ └── visualize.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── libs.py │ │ │ │ ├── loss.py │ │ │ │ └── unet.py │ │ │ ├── predict_demo.py │ │ │ ├── readers │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ └── reader.py │ │ │ ├── requirements.txt │ │ │ ├── tools │ │ │ │ ├── cal_norm_coef.py │ │ │ │ ├── create_dataset_list.py │ │ │ │ ├── data_analyse_and_check.py │ │ │ │ ├── data_distribution_vis.py │ │ │ │ └── split_dataset_list.py │ │ │ ├── train_demo.py │ │ │ ├── transforms │ │ │ │ ├── __init__.py │ │ │ │ ├── ops.py │ │ │ │ └── transforms.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── logging.py │ │ │ │ ├── metrics.py │ │ │ │ ├── pretrain_weights.py │ │ │ │ └── utils.py │ │ │ └── visualize_demo.py │ │ ├── RoadLine │ │ │ ├── __init__.py │ │ │ ├── config.py │ │ │ ├── download_RoadLine.py │ │ │ ├── imgs │ │ │ │ ├── RoadLine.jpg │ │ │ │ └── RoadLine.png │ │ │ ├── infer.py │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── palette.py │ │ │ │ └── util.py │ │ └── SpatialEmbeddings │ │ │ ├── README.md │ │ │ ├── config.py │ │ │ ├── data │ │ │ ├── kitti │ │ │ │ └── 0007 │ │ │ │ │ ├── kitti_0007_000512.png │ │ │ │ │ └── kitti_0007_000518.png │ │ │ └── test.txt │ │ │ ├── download_SpatialEmbeddings_kitti.py │ │ │ ├── imgs │ │ │ ├── kitti_0007_000518_ori.png │ │ │ └── kitti_0007_000518_pred.png │ │ │ ├── infer.py │ │ │ ├── models.py │ │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── data_util.py │ │ │ ├── palette.py │ │ │ └── util.py │ ├── deploy │ │ ├── README.md │ │ ├── cpp │ │ │ ├── CMakeLists.txt │ │ │ ├── CMakeSettings.json │ │ │ ├── INSTALL.md │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── conf │ │ │ │ └── humanseg.yaml │ │ │ ├── demo.cpp │ │ │ ├── docs │ │ │ │ ├── demo.jpg │ │ │ │ ├── demo_jpg.png │ │ │ │ ├── linux_build.md │ │ │ │ ├── vis.md │ │ │ │ ├── vis_result.png │ │ │ │ ├── windows_vs2015_build.md │ │ │ │ └── windows_vs2019_build.md │ │ │ ├── external-cmake │ │ │ │ └── yaml-cpp.cmake │ │ │ ├── images │ │ │ │ └── humanseg │ │ │ │ │ ├── demo1.jpeg │ │ │ │ │ ├── demo2.jpeg │ │ │ │ │ ├── demo2.jpeg_result.png │ │ │ │ │ ├── demo2_jpeg_recover.png │ │ │ │ │ └── demo3.jpeg │ │ │ ├── predictor │ │ │ │ ├── seg_predictor.cpp │ │ │ │ └── seg_predictor.h │ │ │ ├── preprocessor │ │ │ │ ├── preprocessor.cpp │ │ │ │ ├── preprocessor.h │ │ │ │ ├── preprocessor_seg.cpp │ │ │ │ └── preprocessor_seg.h │ │ │ ├── tools │ │ │ │ └── visualize.py │ │ │ └── utils │ │ │ │ ├── seg_conf_parser.h │ │ │ │ └── utils.h │ │ ├── lite │ │ │ ├── README.md │ │ │ ├── example │ │ │ │ ├── human_1.png │ │ │ │ ├── human_2.png │ │ │ │ └── human_3.png │ │ │ └── human_segmentation_demo │ │ │ │ ├── .gitignore │ │ │ │ ├── app │ │ │ │ ├── .gitignore │ │ │ │ ├── build.gradle │ │ │ │ ├── gradle │ │ │ │ │ └── wrapper │ │ │ │ │ │ ├── gradle-wrapper.jar │ │ │ │ │ │ └── gradle-wrapper.properties │ │ │ │ ├── gradlew │ │ │ │ ├── gradlew.bat │ │ │ │ ├── local.properties │ │ │ │ ├── proguard-rules.pro │ │ │ │ └── src │ │ │ │ │ ├── androidTest │ │ │ │ │ └── java │ │ │ │ │ │ └── com │ │ │ │ │ │ └── baidu │ │ │ │ │ │ └── paddle │ │ │ │ │ │ └── lite │ │ │ │ │ │ └── demo │ │ │ │ │ │ └── ExampleInstrumentedTest.java │ │ │ │ │ ├── main │ │ │ │ │ ├── AndroidManifest.xml │ │ │ │ │ ├── assets │ │ │ │ │ │ └── image_segmentation │ │ │ │ │ │ │ ├── images │ │ │ │ │ │ │ └── human.jpg │ │ │ │ │ │ │ └── labels │ │ │ │ │ │ │ └── label_list │ │ │ │ │ ├── java │ │ │ │ │ │ └── com │ │ │ │ │ │ │ └── baidu │ │ │ │ │ │ │ └── paddle │ │ │ │ │ │ │ └── lite │ │ │ │ │ │ │ └── demo │ │ │ │ │ │ │ └── segmentation │ │ │ │ │ │ │ ├── AppCompatPreferenceActivity.java │ │ │ │ │ │ │ ├── MainActivity.java │ │ │ │ │ │ │ ├── Predictor.java │ │ │ │ │ │ │ ├── SettingsActivity.java │ │ │ │ │ │ │ ├── Utils.java │ │ │ │ │ │ │ ├── config │ │ │ │ │ │ │ └── Config.java │ │ │ │ │ │ │ ├── preprocess │ │ │ │ │ │ │ └── Preprocess.java │ │ │ │ │ │ │ └── visual │ │ │ │ │ │ │ └── Visualize.java │ │ │ │ │ └── res │ │ │ │ │ │ ├── drawable-v24 │ │ │ │ │ │ └── ic_launcher_foreground.xml │ │ │ │ │ │ ├── drawable │ │ │ │ │ │ └── ic_launcher_background.xml │ │ │ │ │ │ ├── layout │ │ │ │ │ │ └── activity_main.xml │ │ │ │ │ │ ├── menu │ │ │ │ │ │ └── menu_action_options.xml │ │ │ │ │ │ ├── mipmap-anydpi-v26 │ │ │ │ │ │ ├── ic_launcher.xml │ │ │ │ │ │ └── ic_launcher_round.xml │ │ │ │ │ │ ├── mipmap-hdpi │ │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ │ ├── mipmap-mdpi │ │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ │ ├── mipmap-xhdpi │ │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ │ ├── mipmap-xxhdpi │ │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ │ ├── mipmap-xxxhdpi │ │ │ │ │ │ ├── ic_launcher.png │ │ │ │ │ │ └── ic_launcher_round.png │ │ │ │ │ │ ├── values │ │ │ │ │ │ ├── arrays.xml │ │ │ │ │ │ ├── colors.xml │ │ │ │ │ │ ├── strings.xml │ │ │ │ │ │ └── styles.xml │ │ │ │ │ │ └── xml │ │ │ │ │ │ └── settings.xml │ │ │ │ │ └── test │ │ │ │ │ └── java │ │ │ │ │ └── com │ │ │ │ │ └── baidu │ │ │ │ │ └── paddle │ │ │ │ │ └── lite │ │ │ │ │ └── demo │ │ │ │ │ └── ExampleUnitTest.java │ │ │ │ ├── build.gradle │ │ │ │ ├── gradle.properties │ │ │ │ ├── gradle │ │ │ │ └── wrapper │ │ │ │ │ ├── gradle-wrapper.jar │ │ │ │ │ └── gradle-wrapper.properties │ │ │ │ ├── gradlew │ │ │ │ ├── gradlew.bat │ │ │ │ └── settings.gradle │ │ ├── python │ │ │ ├── README.md │ │ │ ├── docs │ │ │ │ ├── PaddleSeg_Infer_Benchmark.md │ │ │ │ └── compile_paddle_with_tensorrt.md │ │ │ ├── infer.py │ │ │ └── requirements.txt │ │ └── serving │ │ │ ├── COMPILE_GUIDE.md │ │ │ ├── README.md │ │ │ ├── UBUNTU.md │ │ │ ├── requirements.txt │ │ │ ├── seg-serving │ │ │ ├── CMakeLists.txt │ │ │ ├── conf │ │ │ │ ├── gflags.conf │ │ │ │ ├── model_toolkit.prototxt │ │ │ │ ├── resource.prototxt │ │ │ │ ├── seg_conf.yaml │ │ │ │ ├── seg_conf2.yaml │ │ │ │ ├── service.prototxt │ │ │ │ └── workflow.prototxt │ │ │ ├── data │ │ │ │ └── model │ │ │ │ │ └── paddle │ │ │ │ │ ├── fluid_reload_flag │ │ │ │ │ └── fluid_time_file │ │ │ ├── op │ │ │ │ ├── CMakeLists.txt │ │ │ │ ├── image_seg_op.cpp │ │ │ │ ├── image_seg_op.h │ │ │ │ ├── reader_op.cpp │ │ │ │ ├── reader_op.h │ │ │ │ ├── seg_conf.cpp │ │ │ │ ├── seg_conf.h │ │ │ │ ├── write_json_op.cpp │ │ │ │ └── write_json_op.h │ │ │ ├── proto │ │ │ │ ├── CMakeLists.txt │ │ │ │ └── image_seg.proto │ │ │ └── scripts │ │ │ │ └── start.sh │ │ │ └── tools │ │ │ ├── image_seg_client.py │ │ │ └── images │ │ │ ├── 1.jpg │ │ │ ├── 2.jpg │ │ │ └── 3.jpg │ ├── docs │ │ ├── annotation │ │ │ ├── cityscapes_demo │ │ │ │ ├── cityscapes_demo_dataset.yaml │ │ │ │ ├── gtFine │ │ │ │ │ ├── train │ │ │ │ │ │ └── stuttgart │ │ │ │ │ │ │ ├── stuttgart_000021_000019_gtFine_labelTrainIds.png │ │ │ │ │ │ │ └── stuttgart_000072_000019_gtFine_labelTrainIds.png │ │ │ │ │ └── val │ │ │ │ │ │ └── frankfurt │ │ │ │ │ │ ├── frankfurt_000001_062250_gtFine_labelTrainIds.png │ │ │ │ │ │ └── frankfurt_000001_063045_gtFine_labelTrainIds.png │ │ │ │ ├── leftImg8bit │ │ │ │ │ ├── train │ │ │ │ │ │ └── stuttgart │ │ │ │ │ │ │ ├── stuttgart_000021_000019_leftImg8bit.png │ │ │ │ │ │ │ └── stuttgart_000072_000019_leftImg8bit.png │ │ │ │ │ └── val │ │ │ │ │ │ └── frankfurt │ │ │ │ │ │ ├── frankfurt_000001_062250_leftImg8bit.png │ │ │ │ │ │ └── frankfurt_000001_063045_leftImg8bit.png │ │ │ │ ├── train_list.txt │ │ │ │ └── val_list.txt │ │ │ ├── jingling2seg.md │ │ │ ├── jingling_demo │ │ │ │ ├── jingling.jpg │ │ │ │ └── outputs │ │ │ │ │ ├── annotations │ │ │ │ │ └── jingling.png │ │ │ │ │ ├── class_names.txt │ │ │ │ │ └── jingling.json │ │ │ ├── labelme2seg.md │ │ │ └── labelme_demo │ │ │ │ ├── 2011_000025.jpg │ │ │ │ ├── 2011_000025.json │ │ │ │ └── class_names.txt │ │ ├── check.md │ │ ├── config.md │ │ ├── configs │ │ │ ├── .gitkeep │ │ │ ├── basic_group.md │ │ │ ├── dataloader_group.md │ │ │ ├── dataset_group.md │ │ │ ├── freeze_group.md │ │ │ ├── model_deeplabv3p_group.md │ │ │ ├── model_group.md │ │ │ ├── model_hrnet_group.md │ │ │ ├── model_icnet_group.md │ │ │ ├── model_pspnet_group.md │ │ │ ├── model_unet_group.md │ │ │ ├── solver_group.md │ │ │ ├── test_group.md │ │ │ └── train_group.md │ │ ├── data_aug.md │ │ ├── data_prepare.md │ │ ├── deploy.md │ │ ├── dice_loss.md │ │ ├── imgs │ │ │ ├── VOC2012.png │ │ │ ├── annotation │ │ │ │ ├── image-1.png │ │ │ │ ├── image-10.jpg │ │ │ │ ├── image-11.png │ │ │ │ ├── image-2.png │ │ │ │ ├── image-3.png │ │ │ │ ├── image-4-1.png │ │ │ │ ├── image-4-2.png │ │ │ │ ├── image-5.png │ │ │ │ ├── image-6-2.png │ │ │ │ ├── image-6.png │ │ │ │ ├── image-7.png │ │ │ │ ├── jingling-1.png │ │ │ │ ├── jingling-2.png │ │ │ │ ├── jingling-3.png │ │ │ │ ├── jingling-4.png │ │ │ │ └── jingling-5.png │ │ │ ├── aug_method.png │ │ │ ├── cosine_decay_example.png │ │ │ ├── data_aug_example.png │ │ │ ├── data_aug_flip_mirror.png │ │ │ ├── data_aug_flow.png │ │ │ ├── deepglobe.png │ │ │ ├── deeplabv3p.png │ │ │ ├── dice.png │ │ │ ├── dice2.png │ │ │ ├── dice3.png │ │ │ ├── fast-scnn.png │ │ │ ├── file_list.png │ │ │ ├── file_list2.png │ │ │ ├── gn.png │ │ │ ├── hrnet.png │ │ │ ├── icnet.png │ │ │ ├── loss_comparison.png │ │ │ ├── lovasz-hinge-vis.png │ │ │ ├── lovasz-hinge.png │ │ │ ├── lovasz-softmax.png │ │ │ ├── piecewise_decay_example.png │ │ │ ├── poly_decay_example.png │ │ │ ├── pspnet.png │ │ │ ├── pspnet2.png │ │ │ ├── qq_group2.png │ │ │ ├── rangescale.png │ │ │ ├── softmax_loss.png │ │ │ ├── unet.png │ │ │ ├── usage_vis_demo.jpg │ │ │ ├── visualdl_image.png │ │ │ ├── visualdl_scalar.png │ │ │ └── warmup_with_poly_decay_example.png │ │ ├── loss_select.md │ │ ├── lovasz_loss.md │ │ ├── model_export.md │ │ ├── model_zoo.md │ │ ├── models.md │ │ ├── multiple_gpus_train_and_mixed_precision_train.md │ │ └── usage.md │ ├── dygraph │ │ ├── README.md │ │ ├── __init__.py │ │ ├── benchmark │ │ │ ├── deeplabv3p.py │ │ │ └── hrnet.py │ │ ├── core │ │ │ ├── __init__.py │ │ │ ├── infer.py │ │ │ ├── train.py │ │ │ └── val.py │ │ ├── cvlibs │ │ │ ├── __init__.py │ │ │ └── manager.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── ade.py │ │ │ ├── cityscapes.py │ │ │ ├── dataset.py │ │ │ ├── optic_disc_seg.py │ │ │ └── voc.py │ │ ├── infer.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── architectures │ │ │ │ ├── __init__.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── layer_utils.py │ │ │ │ ├── mobilenetv3.py │ │ │ │ ├── resnet_vd.py │ │ │ │ └── xception_deeplab.py │ │ │ ├── deeplab.py │ │ │ ├── fcn.py │ │ │ ├── model_utils.py │ │ │ ├── pspnet.py │ │ │ └── unet.py │ │ ├── tools │ │ │ ├── conver_cityscapes.py │ │ │ └── voc_augment.py │ │ ├── train.py │ │ ├── transforms │ │ │ ├── __init__.py │ │ │ ├── functional.py │ │ │ └── transforms.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── download.py │ │ │ ├── get_environ_info.py │ │ │ ├── logger.py │ │ │ ├── metrics.py │ │ │ ├── timer.py │ │ │ └── utils.py │ │ └── val.py │ ├── evaluation.py │ ├── exp │ │ ├── create_txt.sh │ │ ├── generate_results.sh │ │ ├── model_config │ │ │ ├── SEHRNet_w48_batch64_lr0.015_poly120_augBaseline_guassnoise.yaml │ │ │ ├── SEHRNet_w48_batch64_lr0.015_poly120_augBaseline_guassnoise_rotate90.yaml │ │ │ ├── sehrnet_w48_batch64_lr0.015_poly120_augBaseline_guassnoise_add4And5.yaml │ │ │ ├── sehrnet_w48_imagenet_batch64_multiStage_binary0_2Dice1BCE.yaml │ │ │ ├── sehrnet_w48_imagenet_batch64_multiStage_binary3_2Dice1BCE.yaml │ │ │ ├── sehrnet_w48_imagenet_batch64_multiStage_binary4_2Dice1BCE.yaml │ │ │ ├── sehrnet_w48_imagenet_batch64_multiStage_class4And5.yaml │ │ │ ├── sehrnet_w64_imagenet_batch64_multiStage_binary3_2Dice1BCE.yaml │ │ │ ├── sehrnet_w64_imagenet_batch64_multiStage_binary4_2Dice1BCE.yaml │ │ │ ├── seocrnet_w48_batch128_lr0.015_poly150_augBaseline_guassnoise_add4And5_aug2.yaml │ │ │ ├── seocrnet_w48_batch64_lr0.015_poly120_augBaseline_guassnoise_add4And5.yaml │ │ │ ├── seocrnet_w48_imagenet_batch64_multiStage_binary3_2Dice1BCE.yaml │ │ │ ├── seocrnet_w48_imagenet_batch64_multiStage_binary4_2Dice1BCE.yaml │ │ │ ├── seocrnet_w48_imagenet_batch64_multiStage_class4.yaml │ │ │ ├── seocrnet_w48_imagenet_batch64_multiStage_class5.yaml │ │ │ ├── seocrnet_w64_batch64_lr0.015_poly120_augBaseline_guassnoise_add4And5_aug2.yaml │ │ │ ├── seocrnet_w64_imagenet_batch64_multiStage_binary3_2Dice1BCE.yaml │ │ │ └── seocrnet_w64_imagenet_batch64_multiStage_binary4_2Dice1BCE.yaml │ │ ├── prepare_dataset.sh │ │ ├── test_binary_class.sh │ │ ├── test_binary_class_TTA.sh │ │ ├── test_multi_class.sh │ │ ├── test_multi_class_TTA.sh │ │ ├── train_binary_class.sh │ │ ├── train_binary_class_all.sh │ │ ├── train_multi_class.sh │ │ └── train_multi_class_all.sh │ ├── main.sh │ ├── pdseg │ │ ├── __init__.py │ │ ├── check.py │ │ ├── cq_iou.py │ │ ├── data_aug.py │ │ ├── data_aug_lkc.py │ │ ├── data_utils.py │ │ ├── eval.py │ │ ├── export_model.py │ │ ├── loss.py │ │ ├── lovasz_losses.py │ │ ├── metrics.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── backbone │ │ │ │ ├── __init__.py │ │ │ │ ├── mobilenet_v2.py │ │ │ │ ├── mobilenet_v3.py │ │ │ │ ├── resnet.py │ │ │ │ ├── resnet_vd.py │ │ │ │ ├── vgg.py │ │ │ │ └── xception.py │ │ │ ├── libs │ │ │ │ ├── __init__.py │ │ │ │ └── model_libs.py │ │ │ ├── model_builder.py │ │ │ ├── model_builder_for_tta.py │ │ │ └── modeling │ │ │ │ ├── __init__.py │ │ │ │ ├── deeplab.py │ │ │ │ ├── fast_scnn.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── icnet.py │ │ │ │ ├── ocrnet.py │ │ │ │ ├── pspnet.py │ │ │ │ └── unet.py │ │ ├── param_avg.py │ │ ├── reader.py │ │ ├── solver.py │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── binary_class_voting.py │ │ │ ├── create_dataset_list.py │ │ │ ├── generate_my_dataset.py │ │ │ ├── gray2pseudo_color.py │ │ │ ├── invert_binary_class_results.py │ │ │ ├── invert_multi_class_results.py │ │ │ ├── jingling2seg.py │ │ │ ├── labelme2seg.py │ │ │ ├── multi_class_voting.py │ │ │ └── post_processing.py │ │ ├── train.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── collect.py │ │ │ ├── config.py │ │ │ ├── dist_utils.py │ │ │ ├── fp16_utils.py │ │ │ ├── load_model_utils.py │ │ │ └── timer.py │ │ ├── vis.py │ │ └── vis_tta.py │ ├── pretrained_model │ │ └── download_model.py │ ├── requirements.txt │ ├── slim │ │ ├── distillation │ │ │ ├── README.md │ │ │ ├── cityscape.yaml │ │ │ ├── cityscape_teacher.yaml │ │ │ ├── model_builder.py │ │ │ └── train_distill.py │ │ ├── nas │ │ │ ├── README.md │ │ │ ├── deeplab.py │ │ │ ├── eval_nas.py │ │ │ ├── mobilenetv2_search_space.py │ │ │ ├── model_builder.py │ │ │ └── train_nas.py │ │ ├── prune │ │ │ ├── README.md │ │ │ ├── eval_prune.py │ │ │ └── train_prune.py │ │ └── quantization │ │ │ ├── README.md │ │ │ ├── eval_quant.py │ │ │ ├── export_model.py │ │ │ ├── images │ │ │ ├── ConvertToInt8Pass.png │ │ │ ├── FreezePass.png │ │ │ ├── TransformForMobilePass.png │ │ │ └── TransformPass.png │ │ │ └── train_quant.py │ ├── test │ │ ├── ci │ │ │ ├── check_code_style.sh │ │ │ └── test_download_dataset.sh │ │ ├── configs │ │ │ ├── deeplabv3p_xception65_cityscapes.yaml │ │ │ └── unet_pet.yaml │ │ ├── local_test_cityscapes.py │ │ ├── local_test_pet.py │ │ └── test_utils.py │ └── tutorial │ │ ├── finetune_deeplabv3plus.md │ │ ├── finetune_fast_scnn.md │ │ ├── finetune_hrnet.md │ │ ├── finetune_icnet.md │ │ ├── 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