├── .gitignore ├── LICENSE ├── README.md ├── datasets ├── MVD_plot.png ├── README.md ├── augmentations.py ├── calculate_class_weight.py ├── cityscapes_loader.py ├── cityscapesscripts │ ├── __init__.py │ ├── annotation │ │ ├── __init__.py │ │ ├── cityscapesLabelTool.py │ │ └── icons │ │ │ ├── back.png │ │ │ ├── checked6.png │ │ │ ├── checked6_red.png │ │ │ ├── clearpolygon.png │ │ │ ├── deleteobject.png │ │ │ ├── exit.png │ │ │ ├── filepath.png │ │ │ ├── help19.png │ │ │ ├── highlight.png │ │ │ ├── layerdown.png │ │ │ ├── layerup.png │ │ │ ├── minus.png │ │ │ ├── modify.png │ │ │ ├── newobject.png │ │ │ ├── next.png │ │ │ ├── open.png │ │ │ ├── play.png │ │ │ ├── plus.png │ │ │ ├── save.png │ │ │ ├── screenshot.png │ │ │ ├── screenshotToggle.png │ │ │ ├── shuffle.png │ │ │ ├── undo.png │ │ │ └── zoom.png │ ├── evaluation │ │ ├── __init__.py │ │ ├── addToConfusionMatrix.c │ │ ├── addToConfusionMatrix.pyx │ │ ├── addToConfusionMatrix_impl.c │ │ ├── evalInstanceLevelSemanticLabeling.py │ │ ├── evalPixelLevelSemanticLabeling.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 │ │ └── icons │ │ ├── back.png │ │ ├── disp.png │ │ ├── exit.png │ │ ├── filepath.png │ │ ├── help19.png │ │ ├── minus.png │ │ ├── next.png │ │ ├── open.png │ │ ├── play.png │ │ ├── plus.png │ │ ├── shuffle.png │ │ └── zoom.png ├── config.json ├── demo_cityscapes.py ├── demo_mvd.py ├── evaluation_cityscapes.py ├── gan_augmention.py ├── log_class_weight.npy ├── mapillary_vistas_loader.py ├── median_class_weight.npy ├── mobilenetv2plus.zip ├── rfmobilenetv2plus.zip ├── setup.cfg ├── setup.py └── sewrnetv2.zip ├── deploy ├── aachen_000014_000019_gtFine_labelIds_input_label.jpg ├── aachen_000014_000019_gtFine_labelIds_synthesized_image.jpg ├── frankfurt_000000_014480_gtFine_color.png ├── frankfurt_000000_014480_leftImg8bit.png ├── lindau_000013_000019_gtFine_color.png ├── lindau_000013_000019_leftImg8bit.png ├── munster_000168_000019_gtFine_color.png └── munster_000168_000019_leftImg8bit.png ├── models ├── __init__.py ├── inceptionresnetv2.py ├── mixscaledensenet.py ├── mobilenetv2aspp.py ├── mobilenetv2exfuse.py ├── mobilenetv2plus.py ├── mobilenetv2share.py ├── mobilenetv2vortex.py ├── rfmobilenetv2context.py ├── rfmobilenetv2plus.py ├── rfshufflenetv2plus.py ├── sedpshufflenet.py ├── sewrnetv1.py ├── sewrnetv2.py └── shufflenetv2plus.py ├── modules ├── __init__.py ├── _ext │ └── __init__.py ├── bn.py ├── build.py ├── build.sh ├── context_encode.py ├── dense.py ├── dualpath.py ├── exfuse.py ├── functions.py ├── group_norm.py ├── misc.py ├── residual.py ├── rfblock.py └── src │ ├── bn.cu │ ├── bn.h │ ├── bn.o │ ├── common.h │ ├── lib_cffi.cpp │ └── lib_cffi.h ├── net_viz ├── Digraph.gv.pdf ├── __init__.py ├── guided_backprop.py ├── layer_viz.py ├── misc.py ├── net_viz_pytorch.py └── visualize.py ├── output ├── munster_000168_000019_imgmsk.png └── munster_000168_000019_msk.png ├── resource ├── ASPP.png ├── MobileNetV2Plus&RF-MobileNetV2Plus.png ├── Original-RFBlock.png ├── SCSE.png ├── VortexPooling.png └── cityscapes_demo_lightnet.gif └── scripts ├── __init__.py ├── cyclical_lr.py ├── deploy_model.py ├── loss.py ├── metrics.py ├── model_measure.py ├── tensorboard.sh ├── test_inplace.py ├── train_auxiliary.py ├── train_context.py ├── train_inplace.py ├── train_lovasz.py ├── train_mixscale.py ├── train_mobile.py ├── train_mobile_mvd.py ├── train_sedpnet.py ├── train_share.py ├── train_shuffle.py ├── train_vortex.py ├── utils.py └── yellowfin.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/linksense/LightNet/HEAD/.gitignore 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