├── BackgroundMattingV2 ├── .DS_Store ├── LICENSE ├── README.md ├── data_path.py ├── dataset │ ├── __init__.py │ ├── augmentation.py │ ├── images.py │ ├── sample.py │ ├── video.py │ └── zip.py ├── doc │ └── model_usage.md ├── eval │ ├── benchmark.m │ ├── compute_connectivity_error.m │ ├── compute_gradient_loss.m │ ├── compute_mse_loss.m │ ├── compute_sad_loss.m │ └── gaussgradient.m ├── export_onnx.py ├── export_torchscript.py ├── images │ ├── architecture.svg │ └── teaser.gif ├── inference_images.py ├── inference_speed_test.py ├── inference_utils.py ├── inference_video.py ├── inference_webcam.py ├── model │ ├── __init__.py │ ├── decoder.py │ ├── mobilenet.py │ ├── model.py │ ├── refiner.py │ ├── resnet.py │ └── utils.py ├── requirements.txt ├── train_base.py └── train_refine.py ├── EasyMocap └── README.md ├── LICENSE ├── NeuS ├── .DS_Store ├── .gitignore ├── LICENSE ├── README.md ├── confs │ └── demo │ │ └── hand_scanner_wmask_wbarf_wsem_warp10.0_mask5_demo.conf ├── exp_runner.py ├── models │ ├── camera.py │ ├── colmap_utils.py │ ├── dataset.py │ ├── embedder.py │ ├── fields.py │ ├── renderer.py │ └── warp.py └── requirements.txt ├── README.md ├── apps ├── 0_set_path.sh ├── 1_video_to_imgs.sh ├── 2_run_easymocap.sh ├── 3_background_matting.sh ├── 4_get_mano_camera.sh └── 5_run_segmentation.sh ├── images └── 1.gif ├── mmsegmentation ├── .DS_Store ├── CITATION.cff ├── LICENSE ├── MANIFEST.in ├── README.md ├── README_zh-CN.md ├── configs │ ├── .DS_Store │ ├── _base_ │ │ ├── datasets │ │ │ ├── ade20k.py │ │ │ ├── chase_db1.py │ │ │ ├── cityscapes.py │ │ │ ├── cityscapes_1024x1024.py │ │ │ ├── cityscapes_769x769.py │ │ │ ├── cityscapes_832x832.py │ │ │ ├── coco-stuff10k.py │ │ │ ├── coco-stuff164k.py │ │ │ ├── drive.py │ │ │ ├── handseg1.py │ │ │ ├── handseg2.py │ │ │ ├── handseg3.py │ │ │ ├── hrf.py │ │ │ ├── pascal_context.py │ │ │ ├── pascal_context_59.py │ │ │ ├── pascal_voc12.py │ │ │ ├── pascal_voc12_aug.py │ │ │ └── stare.py │ │ ├── default_runtime.py │ │ ├── models │ │ │ ├── ann_r50-d8.py │ │ │ ├── apcnet_r50-d8.py │ │ │ ├── bisenetv1_r18-d32.py │ │ │ ├── bisenetv2.py │ │ │ ├── ccnet_r50-d8.py │ │ │ ├── cgnet.py │ │ │ ├── danet_r50-d8.py │ │ │ ├── deeplabv3_r50-d8.py │ │ │ ├── deeplabv3_unet_s5-d16.py │ │ │ ├── deeplabv3plus_r50-d8.py │ │ │ ├── dmnet_r50-d8.py │ │ │ ├── dnl_r50-d8.py │ │ │ ├── dpt_vit-b16.py │ │ │ ├── emanet_r50-d8.py │ │ │ ├── encnet_r50-d8.py │ │ │ ├── fast_scnn.py │ │ │ ├── fastfcn_r50-d32_jpu_psp.py │ │ │ ├── fcn_hr18.py │ │ │ ├── fcn_r50-d8.py │ │ │ ├── fcn_unet_s5-d16.py │ │ │ ├── fpn_r50.py │ │ │ ├── gcnet_r50-d8.py │ │ │ ├── icnet_r50-d8.py │ │ │ ├── isanet_r50-d8.py │ │ │ ├── lraspp_m-v3-d8.py │ │ │ ├── nonlocal_r50-d8.py │ │ │ ├── ocrnet_hr18.py │ │ │ ├── ocrnet_r50-d8.py │ │ │ ├── pointrend_r50.py │ │ │ ├── psanet_r50-d8.py │ │ │ ├── pspnet_r50-d8.py │ │ │ ├── pspnet_unet_s5-d16.py │ │ │ ├── segformer_mit-b0.py │ │ │ ├── setr_mla.py │ │ │ ├── setr_naive.py │ │ │ ├── setr_pup.py │ │ │ ├── upernet_r50.py │ │ │ ├── upernet_swin.py │ │ │ └── upernet_vit-b16_ln_mln.py │ │ └── schedules │ │ │ ├── finetune_20k.py │ │ │ ├── finetune_40k.py │ │ │ ├── finetune_80k.py │ │ │ ├── schedule_160k.py │ │ │ ├── schedule_20k.py │ │ │ ├── schedule_320k.py │ │ │ ├── schedule_40k.py │ │ │ └── schedule_80k.py │ ├── ann │ │ ├── README.md │ │ ├── ann.yml │ │ ├── ann_r101-d8_512x1024_40k_cityscapes.py │ │ ├── ann_r101-d8_512x1024_80k_cityscapes.py │ │ ├── ann_r101-d8_512x512_160k_ade20k.py │ │ ├── ann_r101-d8_512x512_20k_voc12aug.py │ │ ├── ann_r101-d8_512x512_40k_voc12aug.py │ │ ├── ann_r101-d8_512x512_80k_ade20k.py │ │ ├── ann_r101-d8_769x769_40k_cityscapes.py │ │ ├── ann_r101-d8_769x769_80k_cityscapes.py │ │ ├── ann_r50-d8_512x1024_40k_cityscapes.py │ │ ├── ann_r50-d8_512x1024_80k_cityscapes.py │ │ ├── ann_r50-d8_512x512_160k_ade20k.py │ │ ├── ann_r50-d8_512x512_20k_voc12aug.py │ │ ├── ann_r50-d8_512x512_40k_voc12aug.py │ │ ├── ann_r50-d8_512x512_80k_ade20k.py │ │ ├── ann_r50-d8_769x769_40k_cityscapes.py │ │ └── ann_r50-d8_769x769_80k_cityscapes.py │ ├── apcnet │ │ ├── README.md │ │ ├── apcnet.yml │ │ ├── apcnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── apcnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── apcnet_r101-d8_512x512_160k_ade20k.py │ │ ├── apcnet_r101-d8_512x512_80k_ade20k.py │ │ ├── apcnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── apcnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── apcnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── apcnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── apcnet_r50-d8_512x512_160k_ade20k.py │ │ ├── apcnet_r50-d8_512x512_80k_ade20k.py │ │ ├── apcnet_r50-d8_769x769_40k_cityscapes.py │ │ └── apcnet_r50-d8_769x769_80k_cityscapes.py │ ├── bisenetv1 │ │ ├── README.md │ │ ├── bisenetv1.yml │ │ ├── bisenetv1_r101-d32_in1k-pre_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ ├── bisenetv1_r101-d32_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ ├── bisenetv1_r18-d32_4x4_1024x1024_160k_cityscapes.py │ │ ├── bisenetv1_r18-d32_in1k-pre_4x4_1024x1024_160k_cityscapes.py │ │ ├── bisenetv1_r18-d32_in1k-pre_4x8_1024x1024_160k_cityscapes.py │ │ ├── bisenetv1_r18-d32_in1k-pre_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ ├── bisenetv1_r18-d32_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ ├── bisenetv1_r50-d32_4x4_1024x1024_160k_cityscapes.py │ │ ├── bisenetv1_r50-d32_in1k-pre_4x4_1024x1024_160k_cityscapes.py │ │ ├── bisenetv1_r50-d32_in1k-pre_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ └── bisenetv1_r50-d32_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ ├── bisenetv2 │ │ ├── README.md │ │ ├── bisenetv2.yml │ │ ├── bisenetv2_fcn_4x4_1024x1024_160k_cityscapes.py │ │ ├── bisenetv2_fcn_4x8_1024x1024_160k_cityscapes.py │ │ ├── bisenetv2_fcn_fp16_4x4_1024x1024_160k_cityscapes.py │ │ └── bisenetv2_fcn_ohem_4x4_1024x1024_160k_cityscapes.py │ ├── ccnet │ │ ├── README.md │ │ ├── ccnet.yml │ │ ├── ccnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── ccnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── ccnet_r101-d8_512x512_160k_ade20k.py │ │ ├── ccnet_r101-d8_512x512_20k_voc12aug.py │ │ ├── ccnet_r101-d8_512x512_40k_voc12aug.py │ │ ├── ccnet_r101-d8_512x512_80k_ade20k.py │ │ ├── ccnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── ccnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── ccnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── ccnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── ccnet_r50-d8_512x512_160k_ade20k.py │ │ ├── ccnet_r50-d8_512x512_20k_voc12aug.py │ │ ├── ccnet_r50-d8_512x512_40k_voc12aug.py │ │ ├── ccnet_r50-d8_512x512_80k_ade20k.py │ │ ├── ccnet_r50-d8_769x769_40k_cityscapes.py │ │ └── ccnet_r50-d8_769x769_80k_cityscapes.py │ ├── cgnet │ │ ├── README.md │ │ ├── cgnet.yml │ │ ├── cgnet_512x1024_60k_cityscapes.py │ │ └── cgnet_680x680_60k_cityscapes.py │ ├── danet │ │ ├── README.md │ │ ├── danet.yml │ │ ├── danet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── danet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── danet_r101-d8_512x512_160k_ade20k.py │ │ ├── danet_r101-d8_512x512_20k_voc12aug.py │ │ ├── danet_r101-d8_512x512_40k_voc12aug.py │ │ ├── danet_r101-d8_512x512_80k_ade20k.py │ │ ├── danet_r101-d8_769x769_40k_cityscapes.py │ │ ├── danet_r101-d8_769x769_80k_cityscapes.py │ │ ├── danet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── danet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── danet_r50-d8_512x512_160k_ade20k.py │ │ ├── danet_r50-d8_512x512_20k_voc12aug.py │ │ ├── danet_r50-d8_512x512_40k_voc12aug.py │ │ ├── danet_r50-d8_512x512_80k_ade20k.py │ │ ├── danet_r50-d8_769x769_40k_cityscapes.py │ │ └── danet_r50-d8_769x769_80k_cityscapes.py │ ├── deeplabv3 │ │ ├── README.md │ │ ├── deeplabv3.yml │ │ ├── deeplabv3_r101-d16-mg124_512x1024_40k_cityscapes.py │ │ ├── deeplabv3_r101-d16-mg124_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r101-d8_480x480_40k_pascal_context.py │ │ ├── deeplabv3_r101-d8_480x480_40k_pascal_context_59.py │ │ ├── deeplabv3_r101-d8_480x480_80k_pascal_context.py │ │ ├── deeplabv3_r101-d8_480x480_80k_pascal_context_59.py │ │ ├── deeplabv3_r101-d8_512x1024_40k_cityscapes.py │ │ ├── deeplabv3_r101-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r101-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3_r101-d8_512x512_20k_voc12aug.py │ │ ├── deeplabv3_r101-d8_512x512_40k_voc12aug.py │ │ ├── deeplabv3_r101-d8_512x512_4x4_160k_coco-stuff164k.py │ │ ├── deeplabv3_r101-d8_512x512_4x4_20k_coco-stuff10k.py │ │ ├── deeplabv3_r101-d8_512x512_4x4_320k_coco-stuff164k.py │ │ ├── deeplabv3_r101-d8_512x512_4x4_40k_coco-stuff10k.py │ │ ├── deeplabv3_r101-d8_512x512_4x4_80k_coco-stuff164k.py │ │ ├── deeplabv3_r101-d8_512x512_80k_ade20k.py │ │ ├── deeplabv3_r101-d8_769x769_40k_cityscapes.py │ │ ├── deeplabv3_r101-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r101-d8_fp16_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r101b-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r101b-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r18-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r18-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r18b-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r18b-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r50-d8_480x480_40k_pascal_context.py │ │ ├── deeplabv3_r50-d8_480x480_40k_pascal_context_59.py │ │ ├── deeplabv3_r50-d8_480x480_80k_pascal_context.py │ │ ├── deeplabv3_r50-d8_480x480_80k_pascal_context_59.py │ │ ├── deeplabv3_r50-d8_512x1024_40k_cityscapes.py │ │ ├── deeplabv3_r50-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_r50-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3_r50-d8_512x512_20k_voc12aug.py │ │ ├── deeplabv3_r50-d8_512x512_40k_voc12aug.py │ │ ├── deeplabv3_r50-d8_512x512_4x4_160k_coco-stuff164k.py │ │ ├── deeplabv3_r50-d8_512x512_4x4_20k_coco-stuff10k.py │ │ ├── deeplabv3_r50-d8_512x512_4x4_320k_coco-stuff164k.py │ │ ├── deeplabv3_r50-d8_512x512_4x4_40k_coco-stuff10k.py │ │ ├── deeplabv3_r50-d8_512x512_4x4_80k_coco-stuff164k.py │ │ ├── deeplabv3_r50-d8_512x512_80k_ade20k.py │ │ ├── deeplabv3_r50-d8_769x769_40k_cityscapes.py │ │ ├── deeplabv3_r50-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3_r50b-d8_512x1024_80k_cityscapes.py │ │ └── deeplabv3_r50b-d8_769x769_80k_cityscapes.py │ ├── deeplabv3plus │ │ ├── README.md │ │ ├── deeplabv3plus.yml │ │ ├── deeplabv3plus_r101-d16-mg124_512x1024_40k_cityscapes.py │ │ ├── deeplabv3plus_r101-d16-mg124_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_480x480_40k_pascal_context.py │ │ ├── deeplabv3plus_r101-d8_480x480_40k_pascal_context_59.py │ │ ├── deeplabv3plus_r101-d8_480x480_80k_pascal_context.py │ │ ├── deeplabv3plus_r101-d8_480x480_80k_pascal_context_59.py │ │ ├── deeplabv3plus_r101-d8_512x1024_40k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3plus_r101-d8_512x512_160k_handseg1.py │ │ ├── deeplabv3plus_r101-d8_512x512_160k_handseg2.py │ │ ├── deeplabv3plus_r101-d8_512x512_160k_handseg3.py │ │ ├── deeplabv3plus_r101-d8_512x512_20k_handseg2.py │ │ ├── deeplabv3plus_r101-d8_512x512_20k_handseg3.py │ │ ├── deeplabv3plus_r101-d8_512x512_20k_voc12aug.py │ │ ├── deeplabv3plus_r101-d8_512x512_40k_handseg2.py │ │ ├── deeplabv3plus_r101-d8_512x512_40k_voc12aug.py │ │ ├── deeplabv3plus_r101-d8_512x512_80k_ade20k.py │ │ ├── deeplabv3plus_r101-d8_512x512_80k_handseg2.py │ │ ├── deeplabv3plus_r101-d8_769x769_40k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r101-d8_fp16_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r101b-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r101b-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r18-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r18-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r18b-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r18b-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r50-d8_480x480_40k_pascal_context.py │ │ ├── deeplabv3plus_r50-d8_480x480_40k_pascal_context_59.py │ │ ├── deeplabv3plus_r50-d8_480x480_80k_pascal_context.py │ │ ├── deeplabv3plus_r50-d8_480x480_80k_pascal_context_59.py │ │ ├── deeplabv3plus_r50-d8_512x1024_40k_cityscapes.py │ │ ├── deeplabv3plus_r50-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_r50-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3plus_r50-d8_512x512_160k_handseg1.py │ │ ├── deeplabv3plus_r50-d8_512x512_160k_handseg2.py │ │ ├── deeplabv3plus_r50-d8_512x512_20k_handseg2.py │ │ ├── deeplabv3plus_r50-d8_512x512_20k_voc12aug.py │ │ ├── deeplabv3plus_r50-d8_512x512_40k_voc12aug.py │ │ ├── deeplabv3plus_r50-d8_512x512_80k_ade20k.py │ │ ├── deeplabv3plus_r50-d8_769x769_40k_cityscapes.py │ │ ├── deeplabv3plus_r50-d8_769x769_80k_cityscapes.py │ │ ├── deeplabv3plus_r50b-d8_512x1024_80k_cityscapes.py │ │ └── deeplabv3plus_r50b-d8_769x769_80k_cityscapes.py │ ├── dmnet │ │ ├── README.md │ │ ├── dmnet.yml │ │ ├── dmnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── dmnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── dmnet_r101-d8_512x512_160k_ade20k.py │ │ ├── dmnet_r101-d8_512x512_80k_ade20k.py │ │ ├── dmnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── dmnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── dmnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── dmnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── dmnet_r50-d8_512x512_160k_ade20k.py │ │ ├── dmnet_r50-d8_512x512_80k_ade20k.py │ │ ├── dmnet_r50-d8_769x769_40k_cityscapes.py │ │ └── dmnet_r50-d8_769x769_80k_cityscapes.py │ ├── dnlnet │ │ ├── README.md │ │ ├── dnl_r101-d8_512x1024_40k_cityscapes.py │ │ ├── dnl_r101-d8_512x1024_80k_cityscapes.py │ │ ├── dnl_r101-d8_512x512_160k_ade20k.py │ │ ├── dnl_r101-d8_512x512_80k_ade20k.py │ │ ├── dnl_r101-d8_769x769_40k_cityscapes.py │ │ ├── dnl_r101-d8_769x769_80k_cityscapes.py │ │ ├── dnl_r50-d8_512x1024_40k_cityscapes.py │ │ ├── dnl_r50-d8_512x1024_80k_cityscapes.py │ │ ├── dnl_r50-d8_512x512_160k_ade20k.py │ │ ├── dnl_r50-d8_512x512_80k_ade20k.py │ │ ├── dnl_r50-d8_769x769_40k_cityscapes.py │ │ ├── dnl_r50-d8_769x769_80k_cityscapes.py │ │ └── dnlnet.yml │ ├── dpt │ │ ├── README.md │ │ ├── dpt.yml │ │ └── dpt_vit-b16_512x512_160k_ade20k.py │ ├── emanet │ │ ├── README.md │ │ ├── emanet.yml │ │ ├── emanet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── emanet_r101-d8_769x769_80k_cityscapes.py │ │ ├── emanet_r50-d8_512x1024_80k_cityscapes.py │ │ └── emanet_r50-d8_769x769_80k_cityscapes.py │ ├── encnet │ │ ├── README.md │ │ ├── encnet.yml │ │ ├── encnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── encnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── encnet_r101-d8_512x512_160k_ade20k.py │ │ ├── encnet_r101-d8_512x512_20k_voc12aug.py │ │ ├── encnet_r101-d8_512x512_40k_voc12aug.py │ │ ├── encnet_r101-d8_512x512_80k_ade20k.py │ │ ├── encnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── encnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── encnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── encnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── encnet_r50-d8_512x512_160k_ade20k.py │ │ ├── encnet_r50-d8_512x512_20k_voc12aug.py │ │ ├── encnet_r50-d8_512x512_40k_voc12aug.py │ │ ├── encnet_r50-d8_512x512_80k_ade20k.py │ │ ├── encnet_r50-d8_769x769_40k_cityscapes.py │ │ ├── encnet_r50-d8_769x769_80k_cityscapes.py │ │ └── encnet_r50s-d8_512x512_80k_ade20k.py │ ├── fastfcn │ │ ├── README.md │ │ ├── fastfcn.yml │ │ ├── fastfcn_r50-d32_jpu_aspp_4x4_512x1024_80k_cityscapes.py │ │ ├── fastfcn_r50-d32_jpu_aspp_512x1024_80k_cityscapes.py │ │ ├── fastfcn_r50-d32_jpu_aspp_512x512_160k_ade20k.py │ │ ├── fastfcn_r50-d32_jpu_aspp_512x512_80k_ade20k.py │ │ ├── fastfcn_r50-d32_jpu_enc_4x4_512x1024_80k_cityscapes.py │ │ ├── fastfcn_r50-d32_jpu_enc_512x1024_80k_cityscapes.py │ │ ├── fastfcn_r50-d32_jpu_enc_512x512_160k_ade20k.py │ │ ├── fastfcn_r50-d32_jpu_enc_512x512_80k_ade20k.py │ │ ├── fastfcn_r50-d32_jpu_psp_4x4_512x1024_80k_cityscapes.py │ │ ├── fastfcn_r50-d32_jpu_psp_512x1024_80k_cityscapes.py │ │ ├── fastfcn_r50-d32_jpu_psp_512x512_160k_ade20k.py │ │ └── fastfcn_r50-d32_jpu_psp_512x512_80k_ade20k.py │ ├── fastscnn │ │ ├── README.md │ │ ├── fast_scnn_lr0.12_8x4_160k_cityscapes.py │ │ └── fastscnn.yml │ ├── fcn │ │ ├── README.md │ │ ├── fcn.yml │ │ ├── fcn_d6_r101-d16_512x1024_40k_cityscapes.py │ │ ├── fcn_d6_r101-d16_512x1024_80k_cityscapes.py │ │ ├── fcn_d6_r101-d16_769x769_40k_cityscapes.py │ │ ├── fcn_d6_r101-d16_769x769_80k_cityscapes.py │ │ ├── fcn_d6_r101b-d16_512x1024_80k_cityscapes.py │ │ ├── fcn_d6_r101b-d16_769x769_80k_cityscapes.py │ │ ├── fcn_d6_r50-d16_512x1024_40k_cityscapes.py │ │ ├── fcn_d6_r50-d16_512x1024_80k_cityscapes.py │ │ ├── fcn_d6_r50-d16_769x769_40k_cityscapes.py │ │ ├── fcn_d6_r50-d16_769x769_80k_cityscapes.py │ │ ├── fcn_d6_r50b-d16_512x1024_80k_cityscapes.py │ │ ├── fcn_d6_r50b-d16_769x769_80k_cityscapes.py │ │ ├── fcn_r101-d8_480x480_40k_pascal_context.py │ │ ├── fcn_r101-d8_480x480_40k_pascal_context_59.py │ │ ├── fcn_r101-d8_480x480_80k_pascal_context.py │ │ ├── fcn_r101-d8_480x480_80k_pascal_context_59.py │ │ ├── fcn_r101-d8_512x1024_40k_cityscapes.py │ │ ├── fcn_r101-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r101-d8_512x512_160k_ade20k.py │ │ ├── fcn_r101-d8_512x512_20k_voc12aug.py │ │ ├── fcn_r101-d8_512x512_40k_voc12aug.py │ │ ├── fcn_r101-d8_512x512_80k_ade20k.py │ │ ├── fcn_r101-d8_769x769_40k_cityscapes.py │ │ ├── fcn_r101-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r101-d8_fp16_512x1024_80k_cityscapes.py │ │ ├── fcn_r101b-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r101b-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r18-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r18-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r18b-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r18b-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r50-d8_480x480_40k_pascal_context.py │ │ ├── fcn_r50-d8_480x480_40k_pascal_context_59.py │ │ ├── fcn_r50-d8_480x480_80k_pascal_context.py │ │ ├── fcn_r50-d8_480x480_80k_pascal_context_59.py │ │ ├── fcn_r50-d8_512x1024_40k_cityscapes.py │ │ ├── fcn_r50-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_r50-d8_512x512_160k_ade20k.py │ │ ├── fcn_r50-d8_512x512_20k_voc12aug.py │ │ ├── fcn_r50-d8_512x512_40k_voc12aug.py │ │ ├── fcn_r50-d8_512x512_80k_ade20k.py │ │ ├── fcn_r50-d8_769x769_40k_cityscapes.py │ │ ├── fcn_r50-d8_769x769_80k_cityscapes.py │ │ ├── fcn_r50b-d8_512x1024_80k_cityscapes.py │ │ └── fcn_r50b-d8_769x769_80k_cityscapes.py │ ├── gcnet │ │ ├── README.md │ │ ├── gcnet.yml │ │ ├── gcnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── gcnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── gcnet_r101-d8_512x512_160k_ade20k.py │ │ ├── gcnet_r101-d8_512x512_20k_voc12aug.py │ │ ├── gcnet_r101-d8_512x512_40k_voc12aug.py │ │ ├── gcnet_r101-d8_512x512_80k_ade20k.py │ │ ├── gcnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── gcnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── gcnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── gcnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── gcnet_r50-d8_512x512_160k_ade20k.py │ │ ├── gcnet_r50-d8_512x512_20k_voc12aug.py │ │ ├── gcnet_r50-d8_512x512_40k_voc12aug.py │ │ ├── gcnet_r50-d8_512x512_80k_ade20k.py │ │ ├── gcnet_r50-d8_769x769_40k_cityscapes.py │ │ └── gcnet_r50-d8_769x769_80k_cityscapes.py │ ├── hrnet │ │ ├── README.md │ │ ├── fcn_hr18_480x480_40k_pascal_context.py │ │ ├── fcn_hr18_480x480_40k_pascal_context_59.py │ │ ├── fcn_hr18_480x480_80k_pascal_context.py │ │ ├── fcn_hr18_480x480_80k_pascal_context_59.py │ │ ├── fcn_hr18_512x1024_160k_cityscapes.py │ │ ├── fcn_hr18_512x1024_40k_cityscapes.py │ │ ├── fcn_hr18_512x1024_80k_cityscapes.py │ │ ├── fcn_hr18_512x512_160k_ade20k.py │ │ ├── fcn_hr18_512x512_20k_voc12aug.py │ │ ├── fcn_hr18_512x512_40k_voc12aug.py │ │ ├── fcn_hr18_512x512_80k_ade20k.py │ │ ├── fcn_hr18s_480x480_40k_pascal_context.py │ │ ├── fcn_hr18s_480x480_40k_pascal_context_59.py │ │ ├── fcn_hr18s_480x480_80k_pascal_context.py │ │ ├── fcn_hr18s_480x480_80k_pascal_context_59.py │ │ ├── fcn_hr18s_512x1024_160k_cityscapes.py │ │ ├── fcn_hr18s_512x1024_40k_cityscapes.py │ │ ├── fcn_hr18s_512x1024_80k_cityscapes.py │ │ ├── fcn_hr18s_512x512_160k_ade20k.py │ │ ├── fcn_hr18s_512x512_20k_voc12aug.py │ │ ├── fcn_hr18s_512x512_40k_voc12aug.py │ │ ├── fcn_hr18s_512x512_80k_ade20k.py │ │ ├── fcn_hr48_480x480_40k_pascal_context.py │ │ ├── fcn_hr48_480x480_40k_pascal_context_59.py │ │ ├── fcn_hr48_480x480_80k_pascal_context.py │ │ ├── fcn_hr48_480x480_80k_pascal_context_59.py │ │ ├── fcn_hr48_512x1024_160k_cityscapes.py │ │ ├── fcn_hr48_512x1024_40k_cityscapes.py │ │ ├── fcn_hr48_512x1024_80k_cityscapes.py │ │ ├── fcn_hr48_512x512_160k_ade20k.py │ │ ├── fcn_hr48_512x512_20k_voc12aug.py │ │ ├── fcn_hr48_512x512_40k_voc12aug.py │ │ ├── fcn_hr48_512x512_80k_ade20k.py │ │ └── hrnet.yml │ ├── icnet │ │ ├── README.md │ │ ├── icnet.yml │ │ ├── icnet_r101-d8_832x832_160k_cityscapes.py │ │ ├── icnet_r101-d8_832x832_80k_cityscapes.py │ │ ├── icnet_r101-d8_in1k-pre_832x832_160k_cityscapes.py │ │ ├── icnet_r101-d8_in1k-pre_832x832_80k_cityscapes.py │ │ ├── icnet_r18-d8_832x832_160k_cityscapes.py │ │ ├── icnet_r18-d8_832x832_80k_cityscapes.py │ │ ├── icnet_r18-d8_in1k-pre_832x832_160k_cityscapes.py │ │ ├── icnet_r18-d8_in1k-pre_832x832_80k_cityscapes.py │ │ ├── icnet_r50-d8_832x832_160k_cityscapes.py │ │ ├── icnet_r50-d8_832x832_80k_cityscapes.py │ │ ├── icnet_r50-d8_in1k-pre_832x832_160k_cityscapes.py │ │ └── icnet_r50-d8_in1k-pre_832x832_80k_cityscapes.py │ ├── isanet │ │ ├── README.md │ │ ├── isanet.yml │ │ ├── isanet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── isanet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── isanet_r101-d8_512x512_160k_ade20k.py │ │ ├── isanet_r101-d8_512x512_20k_voc12aug.py │ │ ├── isanet_r101-d8_512x512_40k_voc12aug.py │ │ ├── isanet_r101-d8_512x512_80k_ade20k.py │ │ ├── isanet_r101-d8_769x769_40k_cityscapes.py │ │ ├── isanet_r101-d8_769x769_80k_cityscapes.py │ │ ├── isanet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── isanet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── isanet_r50-d8_512x512_160k_ade20k.py │ │ ├── isanet_r50-d8_512x512_20k_voc12aug.py │ │ ├── isanet_r50-d8_512x512_40k_voc12aug.py │ │ ├── isanet_r50-d8_512x512_80k_ade20k.py │ │ ├── isanet_r50-d8_769x769_40k_cityscapes.py │ │ └── isanet_r50-d8_769x769_80k_cityscapes.py │ ├── mobilenet_v2 │ │ ├── README.md │ │ ├── deeplabv3_m-v2-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_m-v2-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_m-v2-d8_512x512_160k_ade20k.py │ │ ├── fcn_m-v2-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_m-v2-d8_512x512_160k_ade20k.py │ │ ├── mobilenet_v2.yml │ │ ├── pspnet_m-v2-d8_512x1024_80k_cityscapes.py │ │ └── pspnet_m-v2-d8_512x512_160k_ade20k.py │ ├── mobilenet_v3 │ │ ├── README.md │ │ ├── lraspp_m-v3-d8_512x1024_320k_cityscapes.py │ │ ├── lraspp_m-v3-d8_scratch_512x1024_320k_cityscapes.py │ │ ├── lraspp_m-v3s-d8_512x1024_320k_cityscapes.py │ │ ├── lraspp_m-v3s-d8_scratch_512x1024_320k_cityscapes.py │ │ └── mobilenet_v3.yml │ ├── nonlocal_net │ │ ├── README.md │ │ ├── nonlocal_net.yml │ │ ├── nonlocal_r101-d8_512x1024_40k_cityscapes.py │ │ ├── nonlocal_r101-d8_512x1024_80k_cityscapes.py │ │ ├── nonlocal_r101-d8_512x512_160k_ade20k.py │ │ ├── nonlocal_r101-d8_512x512_20k_voc12aug.py │ │ ├── nonlocal_r101-d8_512x512_40k_voc12aug.py │ │ ├── nonlocal_r101-d8_512x512_80k_ade20k.py │ │ ├── nonlocal_r101-d8_769x769_40k_cityscapes.py │ │ ├── nonlocal_r101-d8_769x769_80k_cityscapes.py │ │ ├── nonlocal_r50-d8_512x1024_40k_cityscapes.py │ │ ├── nonlocal_r50-d8_512x1024_80k_cityscapes.py │ │ ├── nonlocal_r50-d8_512x512_160k_ade20k.py │ │ ├── nonlocal_r50-d8_512x512_20k_voc12aug.py │ │ ├── nonlocal_r50-d8_512x512_40k_voc12aug.py │ │ ├── nonlocal_r50-d8_512x512_80k_ade20k.py │ │ ├── nonlocal_r50-d8_769x769_40k_cityscapes.py │ │ └── nonlocal_r50-d8_769x769_80k_cityscapes.py │ ├── ocrnet │ │ ├── README.md │ │ ├── ocrnet.yml │ │ ├── ocrnet_hr18_512x1024_160k_cityscapes.py │ │ ├── ocrnet_hr18_512x1024_40k_cityscapes.py │ │ ├── ocrnet_hr18_512x1024_80k_cityscapes.py │ │ ├── ocrnet_hr18_512x512_160k_ade20k.py │ │ ├── ocrnet_hr18_512x512_20k_voc12aug.py │ │ ├── ocrnet_hr18_512x512_40k_voc12aug.py │ │ ├── ocrnet_hr18_512x512_80k_ade20k.py │ │ ├── ocrnet_hr18s_512x1024_160k_cityscapes.py │ │ ├── ocrnet_hr18s_512x1024_40k_cityscapes.py │ │ ├── ocrnet_hr18s_512x1024_80k_cityscapes.py │ │ ├── ocrnet_hr18s_512x512_160k_ade20k.py │ │ ├── ocrnet_hr18s_512x512_20k_voc12aug.py │ │ ├── ocrnet_hr18s_512x512_40k_voc12aug.py │ │ ├── ocrnet_hr18s_512x512_80k_ade20k.py │ │ ├── ocrnet_hr48_512x1024_160k_cityscapes.py │ │ ├── ocrnet_hr48_512x1024_40k_cityscapes.py │ │ ├── ocrnet_hr48_512x1024_80k_cityscapes.py │ │ ├── ocrnet_hr48_512x512_160k_ade20k.py │ │ ├── ocrnet_hr48_512x512_20k_voc12aug.py │ │ ├── ocrnet_hr48_512x512_40k_voc12aug.py │ │ ├── ocrnet_hr48_512x512_80k_ade20k.py │ │ ├── ocrnet_r101-d8_512x1024_40k_b16_cityscapes.py │ │ ├── ocrnet_r101-d8_512x1024_40k_b8_cityscapes.py │ │ └── ocrnet_r101-d8_512x1024_80k_b16_cityscapes.py │ ├── point_rend │ │ ├── README.md │ │ ├── point_rend.yml │ │ ├── pointrend_r101_512x1024_80k_cityscapes.py │ │ ├── pointrend_r101_512x512_160k_ade20k.py │ │ ├── pointrend_r50_512x1024_80k_cityscapes.py │ │ └── pointrend_r50_512x512_160k_ade20k.py │ ├── psanet │ │ ├── README.md │ │ ├── psanet.yml │ │ ├── psanet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── psanet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── psanet_r101-d8_512x512_160k_ade20k.py │ │ ├── psanet_r101-d8_512x512_20k_voc12aug.py │ │ ├── psanet_r101-d8_512x512_40k_voc12aug.py │ │ ├── psanet_r101-d8_512x512_80k_ade20k.py │ │ ├── psanet_r101-d8_769x769_40k_cityscapes.py │ │ ├── psanet_r101-d8_769x769_80k_cityscapes.py │ │ ├── psanet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── psanet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── psanet_r50-d8_512x512_160k_ade20k.py │ │ ├── psanet_r50-d8_512x512_20k_voc12aug.py │ │ ├── psanet_r50-d8_512x512_40k_voc12aug.py │ │ ├── psanet_r50-d8_512x512_80k_ade20k.py │ │ ├── psanet_r50-d8_769x769_40k_cityscapes.py │ │ └── psanet_r50-d8_769x769_80k_cityscapes.py │ ├── pspnet │ │ ├── README.md │ │ ├── pspnet.yml │ │ ├── pspnet_r101-d8_480x480_40k_pascal_context.py │ │ ├── pspnet_r101-d8_480x480_40k_pascal_context_59.py │ │ ├── pspnet_r101-d8_480x480_80k_pascal_context.py │ │ ├── pspnet_r101-d8_480x480_80k_pascal_context_59.py │ │ ├── pspnet_r101-d8_512x1024_40k_cityscapes.py │ │ ├── pspnet_r101-d8_512x1024_40k_dark.py │ │ ├── pspnet_r101-d8_512x1024_40k_night_driving.py │ │ ├── pspnet_r101-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r101-d8_512x512_160k_ade20k.py │ │ ├── pspnet_r101-d8_512x512_20k_voc12aug.py │ │ ├── pspnet_r101-d8_512x512_40k_voc12aug.py │ │ ├── pspnet_r101-d8_512x512_4x4_160k_coco-stuff164k.py │ │ ├── pspnet_r101-d8_512x512_4x4_20k_coco-stuff10k.py │ │ ├── pspnet_r101-d8_512x512_4x4_320k_coco-stuff164k.py │ │ ├── pspnet_r101-d8_512x512_4x4_40k_coco-stuff10k.py │ │ ├── pspnet_r101-d8_512x512_4x4_80k_coco-stuff164k.py │ │ ├── pspnet_r101-d8_512x512_80k_ade20k.py │ │ ├── pspnet_r101-d8_769x769_40k_cityscapes.py │ │ ├── pspnet_r101-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r101-d8_fp16_512x1024_80k_cityscapes.py │ │ ├── pspnet_r101b-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r101b-d8_512x1024_80k_dark.py │ │ ├── pspnet_r101b-d8_512x1024_80k_night_driving.py │ │ ├── pspnet_r101b-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r18-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r18-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r18b-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r18b-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r50-d8_480x480_40k_pascal_context.py │ │ ├── pspnet_r50-d8_480x480_40k_pascal_context_59.py │ │ ├── pspnet_r50-d8_480x480_80k_pascal_context.py │ │ ├── pspnet_r50-d8_480x480_80k_pascal_context_59.py │ │ ├── pspnet_r50-d8_512x1024_40k_cityscapes.py │ │ ├── pspnet_r50-d8_512x1024_40k_dark.py │ │ ├── pspnet_r50-d8_512x1024_40k_night_driving.py │ │ ├── pspnet_r50-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_r50-d8_512x1024_80k_dark.py │ │ ├── pspnet_r50-d8_512x1024_80k_night_driving.py │ │ ├── pspnet_r50-d8_512x512_160k_ade20k.py │ │ ├── pspnet_r50-d8_512x512_20k_voc12aug.py │ │ ├── pspnet_r50-d8_512x512_40k_voc12aug.py │ │ ├── pspnet_r50-d8_512x512_4x4_160k_coco-stuff164k.py │ │ ├── pspnet_r50-d8_512x512_4x4_20k_coco-stuff10k.py │ │ ├── pspnet_r50-d8_512x512_4x4_320k_coco-stuff164k.py │ │ ├── pspnet_r50-d8_512x512_4x4_40k_coco-stuff10k.py │ │ ├── pspnet_r50-d8_512x512_4x4_80k_coco-stuff164k.py │ │ ├── pspnet_r50-d8_512x512_80k_ade20k.py │ │ ├── pspnet_r50-d8_769x769_40k_cityscapes.py │ │ ├── pspnet_r50-d8_769x769_80k_cityscapes.py │ │ ├── pspnet_r50b-d8_512x1024_80k_cityscapes.py │ │ └── pspnet_r50b-d8_769x769_80k_cityscapes.py │ ├── resnest │ │ ├── README.md │ │ ├── deeplabv3_s101-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3_s101-d8_512x512_160k_ade20k.py │ │ ├── deeplabv3plus_s101-d8_512x1024_80k_cityscapes.py │ │ ├── deeplabv3plus_s101-d8_512x512_160k_ade20k.py │ │ ├── fcn_s101-d8_512x1024_80k_cityscapes.py │ │ ├── fcn_s101-d8_512x512_160k_ade20k.py │ │ ├── pspnet_s101-d8_512x1024_80k_cityscapes.py │ │ ├── pspnet_s101-d8_512x512_160k_ade20k.py │ │ └── resnest.yml │ ├── segformer │ │ ├── README.md │ │ ├── segformer.yml │ │ ├── segformer_mit-b0_512x512_160k_ade20k.py │ │ ├── segformer_mit-b1_512x512_160k_ade20k.py │ │ ├── segformer_mit-b2_512x512_160k_ade20k.py │ │ ├── segformer_mit-b3_512x512_160k_ade20k.py │ │ ├── segformer_mit-b4_512x512_160k_ade20k.py │ │ ├── segformer_mit-b5_512x512_160k_ade20k.py │ │ └── segformer_mit-b5_640x640_160k_ade20k.py │ ├── sem_fpn │ │ ├── README.md │ │ ├── fpn_r101_512x1024_80k_cityscapes.py │ │ ├── fpn_r101_512x512_160k_ade20k.py │ │ ├── fpn_r50_512x1024_80k_cityscapes.py │ │ ├── fpn_r50_512x512_160k_ade20k.py │ │ └── sem_fpn.yml │ ├── setr │ │ ├── README.md │ │ ├── setr.yml │ │ ├── setr_mla_512x512_160k_b16_ade20k.py │ │ ├── setr_mla_512x512_160k_b8_ade20k.py │ │ ├── setr_naive_512x512_160k_b16_ade20k.py │ │ └── setr_pup_512x512_160k_b16_ade20k.py │ ├── swin │ │ ├── README.md │ │ ├── swin.yml │ │ ├── upernet_swin_base_patch4_window12_512x512_160k_ade20k_pretrain_384x384_1K.py │ │ ├── upernet_swin_base_patch4_window12_512x512_160k_ade20k_pretrain_384x384_22K.py │ │ ├── upernet_swin_base_patch4_window7_512x512_160k_ade20k_pretrain_224x224_1K.py │ │ ├── upernet_swin_base_patch4_window7_512x512_160k_ade20k_pretrain_224x224_22K.py │ │ ├── upernet_swin_base_patch4_window7_512x512_160k_handseg1_pretrain_224x224_160K.py │ │ ├── upernet_swin_base_patch4_window7_512x512_160k_handseg2_pretrain_224x224_1K.py │ │ ├── upernet_swin_small_patch4_window7_512x512_160k_ade20k_pretrain_224x224_1K.py │ │ └── upernet_swin_tiny_patch4_window7_512x512_160k_ade20k_pretrain_224x224_1K.py │ ├── unet │ │ ├── README.md │ │ ├── deeplabv3_unet_s5-d16_128x128_40k_chase_db1.py │ │ ├── deeplabv3_unet_s5-d16_128x128_40k_stare.py │ │ ├── deeplabv3_unet_s5-d16_256x256_40k_hrf.py │ │ ├── deeplabv3_unet_s5-d16_64x64_40k_drive.py │ │ ├── fcn_unet_s5-d16_128x128_40k_chase_db1.py │ │ ├── fcn_unet_s5-d16_128x128_40k_stare.py │ │ ├── fcn_unet_s5-d16_256x256_40k_hrf.py │ │ ├── fcn_unet_s5-d16_64x64_40k_drive.py │ │ ├── pspnet_unet_s5-d16_128x128_40k_chase_db1.py │ │ ├── pspnet_unet_s5-d16_128x128_40k_stare.py │ │ ├── pspnet_unet_s5-d16_256x256_40k_hrf.py │ │ ├── pspnet_unet_s5-d16_64x64_40k_drive.py │ │ └── unet.yml │ ├── upernet │ │ ├── README.md │ │ ├── upernet.yml │ │ ├── upernet_r101_512x1024_40k_cityscapes.py │ │ ├── upernet_r101_512x1024_80k_cityscapes.py │ │ ├── upernet_r101_512x512_160k_ade20k.py │ │ ├── upernet_r101_512x512_20k_voc12aug.py │ │ ├── upernet_r101_512x512_40k_voc12aug.py │ │ ├── upernet_r101_512x512_80k_ade20k.py │ │ ├── upernet_r101_769x769_40k_cityscapes.py │ │ ├── upernet_r101_769x769_80k_cityscapes.py │ │ ├── upernet_r50_512x1024_40k_cityscapes.py │ │ ├── upernet_r50_512x1024_80k_cityscapes.py │ │ ├── upernet_r50_512x512_160k_ade20k.py │ │ ├── upernet_r50_512x512_20k_voc12aug.py │ │ ├── upernet_r50_512x512_40k_voc12aug.py │ │ ├── upernet_r50_512x512_80k_ade20k.py │ │ ├── upernet_r50_769x769_40k_cityscapes.py │ │ └── upernet_r50_769x769_80k_cityscapes.py │ └── vit │ │ ├── README.md │ │ ├── upernet_deit-b16_512x512_160k_ade20k.py │ │ ├── upernet_deit-b16_512x512_80k_ade20k.py │ │ ├── upernet_deit-b16_ln_mln_512x512_160k_ade20k.py │ │ ├── upernet_deit-b16_mln_512x512_160k_ade20k.py │ │ ├── upernet_deit-s16_512x512_160k_ade20k.py │ │ ├── upernet_deit-s16_512x512_80k_ade20k.py │ │ ├── upernet_deit-s16_ln_mln_512x512_160k_ade20k.py │ │ ├── upernet_deit-s16_mln_512x512_160k_ade20k.py │ │ ├── upernet_vit-b16_ln_mln_512x512_160k_ade20k.py │ │ ├── upernet_vit-b16_mln_512x512_160k_ade20k.py │ │ ├── upernet_vit-b16_mln_512x512_80k_ade20k.py │ │ └── vit.yml ├── demo │ ├── MMSegmentation_Tutorial.ipynb │ ├── demo.png │ ├── hand0.png │ ├── hand1.jpg │ ├── hand10.png │ ├── hand2.png │ ├── hand3.png │ ├── hand4.png │ ├── hand5.png │ ├── hand6.png │ ├── hand7.png │ ├── hand8.png │ ├── hand9.png │ ├── image_demo.py │ ├── inference_demo.ipynb │ ├── preprocess_grasphand_annots.py │ ├── preprocess_grasphand_semantic copy.py │ └── preprocess_grasphand_semantic.py ├── docker │ ├── Dockerfile │ └── serve │ │ ├── Dockerfile │ │ ├── config.properties │ │ └── entrypoint.sh ├── docs │ ├── .DS_Store │ ├── Makefile │ ├── _static │ │ ├── css │ │ │ └── readthedocs.css │ │ └── images │ │ │ └── mmsegmentation.png │ ├── api.rst │ ├── changelog.md │ ├── conf.py │ ├── dataset_prepare.md │ ├── get_started.md │ ├── index.rst │ ├── inference.md │ ├── make.bat │ ├── model_zoo.md │ ├── stat.py │ ├── switch_language.md │ ├── train.md │ ├── tutorials │ │ ├── config.md │ │ ├── customize_datasets.md │ │ ├── customize_models.md │ │ ├── customize_runtime.md │ │ ├── data_pipeline.md │ │ ├── index.rst │ │ └── training_tricks.md │ └── useful_tools.md ├── docs_zh-CN │ ├── .DS_Store │ ├── Makefile │ ├── _static │ │ ├── css │ │ │ └── readthedocs.css │ │ └── images │ │ │ └── mmsegmentation.png │ ├── api.rst │ ├── conf.py │ ├── dataset_prepare.md │ ├── get_started.md │ ├── imgs │ │ ├── qq_group_qrcode.jpg │ │ ├── seggroup_qrcode.jpg │ │ └── zhihu_qrcode.jpg │ ├── index.rst │ ├── inference.md │ ├── make.bat │ ├── model_zoo.md │ ├── stat.py │ ├── switch_language.md │ ├── train.md │ ├── tutorials │ │ ├── config.md │ │ ├── customize_datasets.md │ │ ├── customize_models.md │ │ ├── customize_runtime.md │ │ ├── data_pipeline.md │ │ ├── index.rst │ │ └── training_tricks.md │ └── useful_tools.md ├── mmseg │ ├── .DS_Store │ ├── .mim │ │ ├── configs │ │ │ ├── .DS_Store │ │ │ ├── _base_ │ │ │ │ ├── datasets │ │ │ │ │ ├── ade20k.py │ │ │ │ │ ├── chase_db1.py │ │ │ │ │ ├── cityscapes.py │ │ │ │ │ ├── cityscapes_1024x1024.py │ │ │ │ │ ├── cityscapes_769x769.py │ │ │ │ │ ├── cityscapes_832x832.py │ │ │ │ │ ├── coco-stuff10k.py │ │ │ │ │ ├── coco-stuff164k.py │ │ │ │ │ ├── drive.py │ │ │ │ │ ├── handseg1.py │ │ │ │ │ ├── handseg2.py │ │ │ │ │ ├── handseg3.py │ │ │ │ │ ├── hrf.py │ │ │ │ │ ├── pascal_context.py │ │ │ │ │ ├── pascal_context_59.py │ │ │ │ │ ├── pascal_voc12.py │ │ │ │ │ ├── pascal_voc12_aug.py │ │ │ │ │ └── stare.py │ │ │ │ ├── default_runtime.py │ │ │ │ ├── models │ │ │ │ │ ├── ann_r50-d8.py │ │ │ │ │ ├── apcnet_r50-d8.py │ │ │ │ │ ├── bisenetv1_r18-d32.py │ │ │ │ │ ├── bisenetv2.py │ │ │ │ │ ├── ccnet_r50-d8.py │ │ │ │ │ ├── cgnet.py │ │ │ │ │ ├── danet_r50-d8.py │ │ │ │ │ ├── deeplabv3_r50-d8.py │ │ │ │ │ ├── deeplabv3_unet_s5-d16.py │ │ │ │ │ ├── deeplabv3plus_r50-d8.py │ │ │ │ │ ├── dmnet_r50-d8.py │ │ │ │ │ ├── dnl_r50-d8.py │ │ │ │ │ ├── dpt_vit-b16.py │ │ │ │ │ ├── emanet_r50-d8.py │ │ │ │ │ ├── encnet_r50-d8.py │ │ │ │ │ ├── fast_scnn.py │ │ │ │ │ ├── fastfcn_r50-d32_jpu_psp.py │ │ │ │ │ ├── fcn_hr18.py │ │ │ │ │ ├── fcn_r50-d8.py │ │ │ │ │ ├── fcn_unet_s5-d16.py │ │ │ │ │ ├── fpn_r50.py │ │ │ │ │ ├── gcnet_r50-d8.py │ │ │ │ │ ├── icnet_r50-d8.py │ │ │ │ │ ├── isanet_r50-d8.py │ │ │ │ │ ├── lraspp_m-v3-d8.py │ │ │ │ │ ├── nonlocal_r50-d8.py │ │ │ │ │ ├── ocrnet_hr18.py │ │ │ │ │ ├── ocrnet_r50-d8.py │ │ │ │ │ ├── pointrend_r50.py │ │ │ │ │ ├── psanet_r50-d8.py │ │ │ │ │ ├── pspnet_r50-d8.py │ │ │ │ │ ├── pspnet_unet_s5-d16.py │ │ │ │ │ ├── segformer_mit-b0.py │ │ │ │ │ ├── setr_mla.py │ │ │ │ │ ├── setr_naive.py │ │ │ │ │ ├── setr_pup.py │ │ │ │ │ ├── upernet_r50.py │ │ │ │ │ ├── upernet_swin.py │ │ │ │ │ └── upernet_vit-b16_ln_mln.py │ │ │ │ └── schedules │ │ │ │ │ ├── finetune_20k.py │ │ │ │ │ ├── finetune_40k.py │ │ │ │ │ ├── finetune_80k.py │ │ │ │ │ ├── schedule_160k.py │ │ │ │ │ ├── schedule_20k.py │ │ │ │ │ ├── schedule_320k.py │ │ │ │ │ ├── schedule_40k.py │ │ │ │ │ └── schedule_80k.py │ │ │ ├── ann │ │ │ │ ├── README.md │ │ │ │ ├── ann.yml │ │ │ │ ├── ann_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── ann_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── ann_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── ann_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── ann_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── ann_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── ann_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── ann_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── ann_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── ann_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── ann_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── ann_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── ann_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── ann_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── ann_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── ann_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── apcnet │ │ │ │ ├── README.md │ │ │ │ ├── apcnet.yml │ │ │ │ ├── apcnet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── apcnet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── apcnet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── apcnet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── apcnet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── apcnet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── apcnet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── apcnet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── apcnet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── apcnet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── apcnet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── apcnet_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── bisenetv1 │ │ │ │ ├── README.md │ │ │ │ ├── bisenetv1.yml │ │ │ │ ├── bisenetv1_r101-d32_in1k-pre_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ │ │ ├── bisenetv1_r101-d32_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ │ │ ├── bisenetv1_r18-d32_4x4_1024x1024_160k_cityscapes.py │ │ │ │ ├── bisenetv1_r18-d32_in1k-pre_4x4_1024x1024_160k_cityscapes.py │ │ │ │ ├── bisenetv1_r18-d32_in1k-pre_4x8_1024x1024_160k_cityscapes.py │ │ │ │ ├── bisenetv1_r18-d32_in1k-pre_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ │ │ ├── bisenetv1_r18-d32_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ │ │ ├── bisenetv1_r50-d32_4x4_1024x1024_160k_cityscapes.py │ │ │ │ ├── bisenetv1_r50-d32_in1k-pre_4x4_1024x1024_160k_cityscapes.py │ │ │ │ ├── bisenetv1_r50-d32_in1k-pre_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ │ │ └── bisenetv1_r50-d32_lr5e-3_4x4_512x512_160k_coco-stuff164k.py │ │ │ ├── bisenetv2 │ │ │ │ ├── README.md │ │ │ │ ├── bisenetv2.yml │ │ │ │ ├── bisenetv2_fcn_4x4_1024x1024_160k_cityscapes.py │ │ │ │ ├── bisenetv2_fcn_4x8_1024x1024_160k_cityscapes.py │ │ │ │ ├── bisenetv2_fcn_fp16_4x4_1024x1024_160k_cityscapes.py │ │ │ │ └── bisenetv2_fcn_ohem_4x4_1024x1024_160k_cityscapes.py │ │ │ ├── ccnet │ │ │ │ ├── README.md │ │ │ │ ├── ccnet.yml │ │ │ │ ├── ccnet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── ccnet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── ccnet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── ccnet_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── ccnet_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── ccnet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── ccnet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── ccnet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── ccnet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── ccnet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── ccnet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── ccnet_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── ccnet_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── ccnet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── ccnet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── ccnet_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── cgnet │ │ │ │ ├── README.md │ │ │ │ ├── cgnet.yml │ │ │ │ ├── cgnet_512x1024_60k_cityscapes.py │ │ │ │ └── cgnet_680x680_60k_cityscapes.py │ │ │ ├── danet │ │ │ │ ├── README.md │ │ │ │ ├── danet.yml │ │ │ │ ├── danet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── danet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── danet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── danet_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── danet_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── danet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── danet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── danet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── danet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── danet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── danet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── danet_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── danet_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── danet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── danet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── danet_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── deeplabv3 │ │ │ │ ├── README.md │ │ │ │ ├── deeplabv3.yml │ │ │ │ ├── deeplabv3_r101-d16-mg124_512x1024_40k_cityscapes.py │ │ │ │ ├── deeplabv3_r101-d16-mg124_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r101-d8_480x480_40k_pascal_context.py │ │ │ │ ├── deeplabv3_r101-d8_480x480_40k_pascal_context_59.py │ │ │ │ ├── deeplabv3_r101-d8_480x480_80k_pascal_context.py │ │ │ │ ├── deeplabv3_r101-d8_480x480_80k_pascal_context_59.py │ │ │ │ ├── deeplabv3_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── deeplabv3_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_4x4_160k_coco-stuff164k.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_4x4_20k_coco-stuff10k.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_4x4_320k_coco-stuff164k.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_4x4_40k_coco-stuff10k.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_4x4_80k_coco-stuff164k.py │ │ │ │ ├── deeplabv3_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── deeplabv3_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── deeplabv3_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r101-d8_fp16_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r101b-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r101b-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r18-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r18-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r18b-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r18b-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r50-d8_480x480_40k_pascal_context.py │ │ │ │ ├── deeplabv3_r50-d8_480x480_40k_pascal_context_59.py │ │ │ │ ├── deeplabv3_r50-d8_480x480_80k_pascal_context.py │ │ │ │ ├── deeplabv3_r50-d8_480x480_80k_pascal_context_59.py │ │ │ │ ├── deeplabv3_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── deeplabv3_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_4x4_160k_coco-stuff164k.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_4x4_20k_coco-stuff10k.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_4x4_320k_coco-stuff164k.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_4x4_40k_coco-stuff10k.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_4x4_80k_coco-stuff164k.py │ │ │ │ ├── deeplabv3_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── deeplabv3_r50-d8_769x769_40k_cityscapes.py │ │ │ │ ├── deeplabv3_r50-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3_r50b-d8_512x1024_80k_cityscapes.py │ │ │ │ └── deeplabv3_r50b-d8_769x769_80k_cityscapes.py │ │ │ ├── deeplabv3plus │ │ │ │ ├── README.md │ │ │ │ ├── deeplabv3plus.yml │ │ │ │ ├── deeplabv3plus_r101-d16-mg124_512x1024_40k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r101-d16-mg124_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r101-d8_480x480_40k_pascal_context.py │ │ │ │ ├── deeplabv3plus_r101-d8_480x480_40k_pascal_context_59.py │ │ │ │ ├── deeplabv3plus_r101-d8_480x480_80k_pascal_context.py │ │ │ │ ├── deeplabv3plus_r101-d8_480x480_80k_pascal_context_59.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_160k_handseg1.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_160k_handseg2.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_160k_handseg3.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_20k_handseg2.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_20k_handseg3.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_40k_handseg2.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── deeplabv3plus_r101-d8_512x512_80k_handseg2.py │ │ │ │ ├── deeplabv3plus_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r101-d8_fp16_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r101b-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r101b-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r18-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r18-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r18b-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r18b-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r50-d8_480x480_40k_pascal_context.py │ │ │ │ ├── deeplabv3plus_r50-d8_480x480_40k_pascal_context_59.py │ │ │ │ ├── deeplabv3plus_r50-d8_480x480_80k_pascal_context.py │ │ │ │ ├── deeplabv3plus_r50-d8_480x480_80k_pascal_context_59.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x512_160k_handseg1.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x512_160k_handseg2.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x512_20k_handseg2.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── deeplabv3plus_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── deeplabv3plus_r50-d8_769x769_40k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r50-d8_769x769_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_r50b-d8_512x1024_80k_cityscapes.py │ │ │ │ └── deeplabv3plus_r50b-d8_769x769_80k_cityscapes.py │ │ │ ├── dmnet │ │ │ │ ├── README.md │ │ │ │ ├── dmnet.yml │ │ │ │ ├── dmnet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── dmnet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── dmnet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── dmnet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── dmnet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── dmnet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── dmnet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── dmnet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── dmnet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── dmnet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── dmnet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── dmnet_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── dnlnet │ │ │ │ ├── README.md │ │ │ │ ├── dnl_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── dnl_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── dnl_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── dnl_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── dnl_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── dnl_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── dnl_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── dnl_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── dnl_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── dnl_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── dnl_r50-d8_769x769_40k_cityscapes.py │ │ │ │ ├── dnl_r50-d8_769x769_80k_cityscapes.py │ │ │ │ └── dnlnet.yml │ │ │ ├── dpt │ │ │ │ ├── README.md │ │ │ │ ├── dpt.yml │ │ │ │ └── dpt_vit-b16_512x512_160k_ade20k.py │ │ │ ├── emanet │ │ │ │ ├── README.md │ │ │ │ ├── emanet.yml │ │ │ │ ├── emanet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── emanet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── emanet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ └── emanet_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── encnet │ │ │ │ ├── README.md │ │ │ │ ├── encnet.yml │ │ │ │ ├── encnet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── encnet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── encnet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── encnet_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── encnet_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── encnet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── encnet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── encnet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── encnet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── encnet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── encnet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── encnet_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── encnet_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── encnet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── encnet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ ├── encnet_r50-d8_769x769_80k_cityscapes.py │ │ │ │ └── encnet_r50s-d8_512x512_80k_ade20k.py │ │ │ ├── fastfcn │ │ │ │ ├── README.md │ │ │ │ ├── fastfcn.yml │ │ │ │ ├── fastfcn_r50-d32_jpu_aspp_4x4_512x1024_80k_cityscapes.py │ │ │ │ ├── fastfcn_r50-d32_jpu_aspp_512x1024_80k_cityscapes.py │ │ │ │ ├── fastfcn_r50-d32_jpu_aspp_512x512_160k_ade20k.py │ │ │ │ ├── fastfcn_r50-d32_jpu_aspp_512x512_80k_ade20k.py │ │ │ │ ├── fastfcn_r50-d32_jpu_enc_4x4_512x1024_80k_cityscapes.py │ │ │ │ ├── fastfcn_r50-d32_jpu_enc_512x1024_80k_cityscapes.py │ │ │ │ ├── fastfcn_r50-d32_jpu_enc_512x512_160k_ade20k.py │ │ │ │ ├── fastfcn_r50-d32_jpu_enc_512x512_80k_ade20k.py │ │ │ │ ├── fastfcn_r50-d32_jpu_psp_4x4_512x1024_80k_cityscapes.py │ │ │ │ ├── fastfcn_r50-d32_jpu_psp_512x1024_80k_cityscapes.py │ │ │ │ ├── fastfcn_r50-d32_jpu_psp_512x512_160k_ade20k.py │ │ │ │ └── fastfcn_r50-d32_jpu_psp_512x512_80k_ade20k.py │ │ │ ├── fastscnn │ │ │ │ ├── README.md │ │ │ │ ├── fast_scnn_lr0.12_8x4_160k_cityscapes.py │ │ │ │ └── fastscnn.yml │ │ │ ├── fcn │ │ │ │ ├── README.md │ │ │ │ ├── fcn.yml │ │ │ │ ├── fcn_d6_r101-d16_512x1024_40k_cityscapes.py │ │ │ │ ├── fcn_d6_r101-d16_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_d6_r101-d16_769x769_40k_cityscapes.py │ │ │ │ ├── fcn_d6_r101-d16_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_d6_r101b-d16_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_d6_r101b-d16_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_d6_r50-d16_512x1024_40k_cityscapes.py │ │ │ │ ├── fcn_d6_r50-d16_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_d6_r50-d16_769x769_40k_cityscapes.py │ │ │ │ ├── fcn_d6_r50-d16_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_d6_r50b-d16_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_d6_r50b-d16_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_r101-d8_480x480_40k_pascal_context.py │ │ │ │ ├── fcn_r101-d8_480x480_40k_pascal_context_59.py │ │ │ │ ├── fcn_r101-d8_480x480_80k_pascal_context.py │ │ │ │ ├── fcn_r101-d8_480x480_80k_pascal_context_59.py │ │ │ │ ├── fcn_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── fcn_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── fcn_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── fcn_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── fcn_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── fcn_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── fcn_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_r101-d8_fp16_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_r101b-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_r101b-d8_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_r18-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_r18-d8_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_r18b-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_r18b-d8_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_r50-d8_480x480_40k_pascal_context.py │ │ │ │ ├── fcn_r50-d8_480x480_40k_pascal_context_59.py │ │ │ │ ├── fcn_r50-d8_480x480_80k_pascal_context.py │ │ │ │ ├── fcn_r50-d8_480x480_80k_pascal_context_59.py │ │ │ │ ├── fcn_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── fcn_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── fcn_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── fcn_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── fcn_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── fcn_r50-d8_769x769_40k_cityscapes.py │ │ │ │ ├── fcn_r50-d8_769x769_80k_cityscapes.py │ │ │ │ ├── fcn_r50b-d8_512x1024_80k_cityscapes.py │ │ │ │ └── fcn_r50b-d8_769x769_80k_cityscapes.py │ │ │ ├── gcnet │ │ │ │ ├── README.md │ │ │ │ ├── gcnet.yml │ │ │ │ ├── gcnet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── gcnet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── gcnet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── gcnet_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── gcnet_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── gcnet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── gcnet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── gcnet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── gcnet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── gcnet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── gcnet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── gcnet_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── gcnet_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── gcnet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── gcnet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── gcnet_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── hrnet │ │ │ │ ├── README.md │ │ │ │ ├── fcn_hr18_480x480_40k_pascal_context.py │ │ │ │ ├── fcn_hr18_480x480_40k_pascal_context_59.py │ │ │ │ ├── fcn_hr18_480x480_80k_pascal_context.py │ │ │ │ ├── fcn_hr18_480x480_80k_pascal_context_59.py │ │ │ │ ├── fcn_hr18_512x1024_160k_cityscapes.py │ │ │ │ ├── fcn_hr18_512x1024_40k_cityscapes.py │ │ │ │ ├── fcn_hr18_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_hr18_512x512_160k_ade20k.py │ │ │ │ ├── fcn_hr18_512x512_20k_voc12aug.py │ │ │ │ ├── fcn_hr18_512x512_40k_voc12aug.py │ │ │ │ ├── fcn_hr18_512x512_80k_ade20k.py │ │ │ │ ├── fcn_hr18s_480x480_40k_pascal_context.py │ │ │ │ ├── fcn_hr18s_480x480_40k_pascal_context_59.py │ │ │ │ ├── fcn_hr18s_480x480_80k_pascal_context.py │ │ │ │ ├── fcn_hr18s_480x480_80k_pascal_context_59.py │ │ │ │ ├── fcn_hr18s_512x1024_160k_cityscapes.py │ │ │ │ ├── fcn_hr18s_512x1024_40k_cityscapes.py │ │ │ │ ├── fcn_hr18s_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_hr18s_512x512_160k_ade20k.py │ │ │ │ ├── fcn_hr18s_512x512_20k_voc12aug.py │ │ │ │ ├── fcn_hr18s_512x512_40k_voc12aug.py │ │ │ │ ├── fcn_hr18s_512x512_80k_ade20k.py │ │ │ │ ├── fcn_hr48_480x480_40k_pascal_context.py │ │ │ │ ├── fcn_hr48_480x480_40k_pascal_context_59.py │ │ │ │ ├── fcn_hr48_480x480_80k_pascal_context.py │ │ │ │ ├── fcn_hr48_480x480_80k_pascal_context_59.py │ │ │ │ ├── fcn_hr48_512x1024_160k_cityscapes.py │ │ │ │ ├── fcn_hr48_512x1024_40k_cityscapes.py │ │ │ │ ├── fcn_hr48_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_hr48_512x512_160k_ade20k.py │ │ │ │ ├── fcn_hr48_512x512_20k_voc12aug.py │ │ │ │ ├── fcn_hr48_512x512_40k_voc12aug.py │ │ │ │ ├── fcn_hr48_512x512_80k_ade20k.py │ │ │ │ └── hrnet.yml │ │ │ ├── icnet │ │ │ │ ├── README.md │ │ │ │ ├── icnet.yml │ │ │ │ ├── icnet_r101-d8_832x832_160k_cityscapes.py │ │ │ │ ├── icnet_r101-d8_832x832_80k_cityscapes.py │ │ │ │ ├── icnet_r101-d8_in1k-pre_832x832_160k_cityscapes.py │ │ │ │ ├── icnet_r101-d8_in1k-pre_832x832_80k_cityscapes.py │ │ │ │ ├── icnet_r18-d8_832x832_160k_cityscapes.py │ │ │ │ ├── icnet_r18-d8_832x832_80k_cityscapes.py │ │ │ │ ├── icnet_r18-d8_in1k-pre_832x832_160k_cityscapes.py │ │ │ │ ├── icnet_r18-d8_in1k-pre_832x832_80k_cityscapes.py │ │ │ │ ├── icnet_r50-d8_832x832_160k_cityscapes.py │ │ │ │ ├── icnet_r50-d8_832x832_80k_cityscapes.py │ │ │ │ ├── icnet_r50-d8_in1k-pre_832x832_160k_cityscapes.py │ │ │ │ └── icnet_r50-d8_in1k-pre_832x832_80k_cityscapes.py │ │ │ ├── isanet │ │ │ │ ├── README.md │ │ │ │ ├── isanet.yml │ │ │ │ ├── isanet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── isanet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── isanet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── isanet_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── isanet_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── isanet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── isanet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── isanet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── isanet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── isanet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── isanet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── isanet_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── isanet_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── isanet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── isanet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── isanet_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── mobilenet_v2 │ │ │ │ ├── README.md │ │ │ │ ├── deeplabv3_m-v2-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_m-v2-d8_512x512_160k_ade20k.py │ │ │ │ ├── deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_m-v2-d8_512x512_160k_ade20k.py │ │ │ │ ├── fcn_m-v2-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_m-v2-d8_512x512_160k_ade20k.py │ │ │ │ ├── mobilenet_v2.yml │ │ │ │ ├── pspnet_m-v2-d8_512x1024_80k_cityscapes.py │ │ │ │ └── pspnet_m-v2-d8_512x512_160k_ade20k.py │ │ │ ├── mobilenet_v3 │ │ │ │ ├── README.md │ │ │ │ ├── lraspp_m-v3-d8_512x1024_320k_cityscapes.py │ │ │ │ ├── lraspp_m-v3-d8_scratch_512x1024_320k_cityscapes.py │ │ │ │ ├── lraspp_m-v3s-d8_512x1024_320k_cityscapes.py │ │ │ │ ├── lraspp_m-v3s-d8_scratch_512x1024_320k_cityscapes.py │ │ │ │ └── mobilenet_v3.yml │ │ │ ├── nonlocal_net │ │ │ │ ├── README.md │ │ │ │ ├── nonlocal_net.yml │ │ │ │ ├── nonlocal_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── nonlocal_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── nonlocal_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── nonlocal_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── nonlocal_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── nonlocal_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── nonlocal_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── nonlocal_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── nonlocal_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── nonlocal_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── nonlocal_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── nonlocal_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── nonlocal_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── nonlocal_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── nonlocal_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── nonlocal_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── ocrnet │ │ │ │ ├── README.md │ │ │ │ ├── ocrnet.yml │ │ │ │ ├── ocrnet_hr18_512x1024_160k_cityscapes.py │ │ │ │ ├── ocrnet_hr18_512x1024_40k_cityscapes.py │ │ │ │ ├── ocrnet_hr18_512x1024_80k_cityscapes.py │ │ │ │ ├── ocrnet_hr18_512x512_160k_ade20k.py │ │ │ │ ├── ocrnet_hr18_512x512_20k_voc12aug.py │ │ │ │ ├── ocrnet_hr18_512x512_40k_voc12aug.py │ │ │ │ ├── ocrnet_hr18_512x512_80k_ade20k.py │ │ │ │ ├── ocrnet_hr18s_512x1024_160k_cityscapes.py │ │ │ │ ├── ocrnet_hr18s_512x1024_40k_cityscapes.py │ │ │ │ ├── ocrnet_hr18s_512x1024_80k_cityscapes.py │ │ │ │ ├── ocrnet_hr18s_512x512_160k_ade20k.py │ │ │ │ ├── ocrnet_hr18s_512x512_20k_voc12aug.py │ │ │ │ ├── ocrnet_hr18s_512x512_40k_voc12aug.py │ │ │ │ ├── ocrnet_hr18s_512x512_80k_ade20k.py │ │ │ │ ├── ocrnet_hr48_512x1024_160k_cityscapes.py │ │ │ │ ├── ocrnet_hr48_512x1024_40k_cityscapes.py │ │ │ │ ├── ocrnet_hr48_512x1024_80k_cityscapes.py │ │ │ │ ├── ocrnet_hr48_512x512_160k_ade20k.py │ │ │ │ ├── ocrnet_hr48_512x512_20k_voc12aug.py │ │ │ │ ├── ocrnet_hr48_512x512_40k_voc12aug.py │ │ │ │ ├── ocrnet_hr48_512x512_80k_ade20k.py │ │ │ │ ├── ocrnet_r101-d8_512x1024_40k_b16_cityscapes.py │ │ │ │ ├── ocrnet_r101-d8_512x1024_40k_b8_cityscapes.py │ │ │ │ └── ocrnet_r101-d8_512x1024_80k_b16_cityscapes.py │ │ │ ├── point_rend │ │ │ │ ├── README.md │ │ │ │ ├── point_rend.yml │ │ │ │ ├── pointrend_r101_512x1024_80k_cityscapes.py │ │ │ │ ├── pointrend_r101_512x512_160k_ade20k.py │ │ │ │ ├── pointrend_r50_512x1024_80k_cityscapes.py │ │ │ │ └── pointrend_r50_512x512_160k_ade20k.py │ │ │ ├── psanet │ │ │ │ ├── README.md │ │ │ │ ├── psanet.yml │ │ │ │ ├── psanet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── psanet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── psanet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── psanet_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── psanet_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── psanet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── psanet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── psanet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── psanet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── psanet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── psanet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── psanet_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── psanet_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── psanet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── psanet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ └── psanet_r50-d8_769x769_80k_cityscapes.py │ │ │ ├── pspnet │ │ │ │ ├── README.md │ │ │ │ ├── pspnet.yml │ │ │ │ ├── pspnet_r101-d8_480x480_40k_pascal_context.py │ │ │ │ ├── pspnet_r101-d8_480x480_40k_pascal_context_59.py │ │ │ │ ├── pspnet_r101-d8_480x480_80k_pascal_context.py │ │ │ │ ├── pspnet_r101-d8_480x480_80k_pascal_context_59.py │ │ │ │ ├── pspnet_r101-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── pspnet_r101-d8_512x1024_40k_dark.py │ │ │ │ ├── pspnet_r101-d8_512x1024_40k_night_driving.py │ │ │ │ ├── pspnet_r101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── pspnet_r101-d8_512x512_160k_ade20k.py │ │ │ │ ├── pspnet_r101-d8_512x512_20k_voc12aug.py │ │ │ │ ├── pspnet_r101-d8_512x512_40k_voc12aug.py │ │ │ │ ├── pspnet_r101-d8_512x512_4x4_160k_coco-stuff164k.py │ │ │ │ ├── pspnet_r101-d8_512x512_4x4_20k_coco-stuff10k.py │ │ │ │ ├── pspnet_r101-d8_512x512_4x4_320k_coco-stuff164k.py │ │ │ │ ├── pspnet_r101-d8_512x512_4x4_40k_coco-stuff10k.py │ │ │ │ ├── pspnet_r101-d8_512x512_4x4_80k_coco-stuff164k.py │ │ │ │ ├── pspnet_r101-d8_512x512_80k_ade20k.py │ │ │ │ ├── pspnet_r101-d8_769x769_40k_cityscapes.py │ │ │ │ ├── pspnet_r101-d8_769x769_80k_cityscapes.py │ │ │ │ ├── pspnet_r101-d8_fp16_512x1024_80k_cityscapes.py │ │ │ │ ├── pspnet_r101b-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── pspnet_r101b-d8_512x1024_80k_dark.py │ │ │ │ ├── pspnet_r101b-d8_512x1024_80k_night_driving.py │ │ │ │ ├── pspnet_r101b-d8_769x769_80k_cityscapes.py │ │ │ │ ├── pspnet_r18-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── pspnet_r18-d8_769x769_80k_cityscapes.py │ │ │ │ ├── pspnet_r18b-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── pspnet_r18b-d8_769x769_80k_cityscapes.py │ │ │ │ ├── pspnet_r50-d8_480x480_40k_pascal_context.py │ │ │ │ ├── pspnet_r50-d8_480x480_40k_pascal_context_59.py │ │ │ │ ├── pspnet_r50-d8_480x480_80k_pascal_context.py │ │ │ │ ├── pspnet_r50-d8_480x480_80k_pascal_context_59.py │ │ │ │ ├── pspnet_r50-d8_512x1024_40k_cityscapes.py │ │ │ │ ├── pspnet_r50-d8_512x1024_40k_dark.py │ │ │ │ ├── pspnet_r50-d8_512x1024_40k_night_driving.py │ │ │ │ ├── pspnet_r50-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── pspnet_r50-d8_512x1024_80k_dark.py │ │ │ │ ├── pspnet_r50-d8_512x1024_80k_night_driving.py │ │ │ │ ├── pspnet_r50-d8_512x512_160k_ade20k.py │ │ │ │ ├── pspnet_r50-d8_512x512_20k_voc12aug.py │ │ │ │ ├── pspnet_r50-d8_512x512_40k_voc12aug.py │ │ │ │ ├── pspnet_r50-d8_512x512_4x4_160k_coco-stuff164k.py │ │ │ │ ├── pspnet_r50-d8_512x512_4x4_20k_coco-stuff10k.py │ │ │ │ ├── pspnet_r50-d8_512x512_4x4_320k_coco-stuff164k.py │ │ │ │ ├── pspnet_r50-d8_512x512_4x4_40k_coco-stuff10k.py │ │ │ │ ├── pspnet_r50-d8_512x512_4x4_80k_coco-stuff164k.py │ │ │ │ ├── pspnet_r50-d8_512x512_80k_ade20k.py │ │ │ │ ├── pspnet_r50-d8_769x769_40k_cityscapes.py │ │ │ │ ├── pspnet_r50-d8_769x769_80k_cityscapes.py │ │ │ │ ├── pspnet_r50b-d8_512x1024_80k_cityscapes.py │ │ │ │ └── pspnet_r50b-d8_769x769_80k_cityscapes.py │ │ │ ├── resnest │ │ │ │ ├── README.md │ │ │ │ ├── deeplabv3_s101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3_s101-d8_512x512_160k_ade20k.py │ │ │ │ ├── deeplabv3plus_s101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── deeplabv3plus_s101-d8_512x512_160k_ade20k.py │ │ │ │ ├── fcn_s101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── fcn_s101-d8_512x512_160k_ade20k.py │ │ │ │ ├── pspnet_s101-d8_512x1024_80k_cityscapes.py │ │ │ │ ├── pspnet_s101-d8_512x512_160k_ade20k.py │ │ │ │ └── resnest.yml │ │ │ ├── segformer │ │ │ │ ├── README.md │ │ │ │ ├── segformer.yml │ │ │ │ ├── segformer_mit-b0_512x512_160k_ade20k.py │ │ │ │ ├── segformer_mit-b1_512x512_160k_ade20k.py │ │ │ │ ├── segformer_mit-b2_512x512_160k_ade20k.py │ │ │ │ ├── segformer_mit-b3_512x512_160k_ade20k.py │ │ │ │ ├── segformer_mit-b4_512x512_160k_ade20k.py │ │ │ │ ├── segformer_mit-b5_512x512_160k_ade20k.py │ │ │ │ └── segformer_mit-b5_640x640_160k_ade20k.py │ │ │ ├── sem_fpn │ │ │ │ ├── README.md │ │ │ │ ├── fpn_r101_512x1024_80k_cityscapes.py │ │ │ │ ├── fpn_r101_512x512_160k_ade20k.py │ │ │ │ ├── fpn_r50_512x1024_80k_cityscapes.py │ │ │ │ ├── fpn_r50_512x512_160k_ade20k.py │ │ │ │ └── sem_fpn.yml │ │ │ ├── setr │ │ │ │ ├── README.md │ │ │ │ ├── setr.yml │ │ │ │ ├── setr_mla_512x512_160k_b16_ade20k.py │ │ │ │ ├── setr_mla_512x512_160k_b8_ade20k.py │ │ │ │ ├── setr_naive_512x512_160k_b16_ade20k.py │ │ │ │ └── setr_pup_512x512_160k_b16_ade20k.py │ │ │ ├── swin │ │ │ │ ├── README.md │ │ │ │ ├── swin.yml │ │ │ │ ├── upernet_swin_base_patch4_window12_512x512_160k_ade20k_pretrain_384x384_1K.py │ │ │ │ ├── upernet_swin_base_patch4_window12_512x512_160k_ade20k_pretrain_384x384_22K.py │ │ │ │ ├── upernet_swin_base_patch4_window7_512x512_160k_ade20k_pretrain_224x224_1K.py │ │ │ │ ├── upernet_swin_base_patch4_window7_512x512_160k_ade20k_pretrain_224x224_22K.py │ │ │ │ ├── upernet_swin_base_patch4_window7_512x512_160k_handseg1_pretrain_224x224_160K.py │ │ │ │ ├── upernet_swin_base_patch4_window7_512x512_160k_handseg2_pretrain_224x224_1K.py │ │ │ │ ├── upernet_swin_small_patch4_window7_512x512_160k_ade20k_pretrain_224x224_1K.py │ │ │ │ └── upernet_swin_tiny_patch4_window7_512x512_160k_ade20k_pretrain_224x224_1K.py │ │ │ ├── unet │ │ │ │ ├── README.md │ │ │ │ ├── deeplabv3_unet_s5-d16_128x128_40k_chase_db1.py │ │ │ │ ├── deeplabv3_unet_s5-d16_128x128_40k_stare.py │ │ │ │ ├── deeplabv3_unet_s5-d16_256x256_40k_hrf.py │ │ │ │ ├── deeplabv3_unet_s5-d16_64x64_40k_drive.py │ │ │ │ ├── fcn_unet_s5-d16_128x128_40k_chase_db1.py │ │ │ │ ├── fcn_unet_s5-d16_128x128_40k_stare.py │ │ │ │ ├── fcn_unet_s5-d16_256x256_40k_hrf.py │ │ │ │ ├── fcn_unet_s5-d16_64x64_40k_drive.py │ │ │ │ ├── pspnet_unet_s5-d16_128x128_40k_chase_db1.py │ │ │ │ ├── pspnet_unet_s5-d16_128x128_40k_stare.py │ │ │ │ ├── pspnet_unet_s5-d16_256x256_40k_hrf.py │ │ │ │ ├── pspnet_unet_s5-d16_64x64_40k_drive.py │ │ │ │ └── unet.yml │ │ │ ├── upernet │ │ │ │ ├── README.md │ │ │ │ ├── upernet.yml │ │ │ │ ├── upernet_r101_512x1024_40k_cityscapes.py │ │ │ │ ├── upernet_r101_512x1024_80k_cityscapes.py │ │ │ │ ├── upernet_r101_512x512_160k_ade20k.py │ │ │ │ ├── upernet_r101_512x512_20k_voc12aug.py │ │ │ │ ├── upernet_r101_512x512_40k_voc12aug.py │ │ │ │ ├── upernet_r101_512x512_80k_ade20k.py │ │ │ │ ├── upernet_r101_769x769_40k_cityscapes.py │ │ │ │ ├── upernet_r101_769x769_80k_cityscapes.py │ │ │ │ ├── upernet_r50_512x1024_40k_cityscapes.py │ │ │ │ ├── upernet_r50_512x1024_80k_cityscapes.py │ │ │ │ ├── upernet_r50_512x512_160k_ade20k.py │ │ │ │ ├── upernet_r50_512x512_20k_voc12aug.py │ │ │ │ ├── upernet_r50_512x512_40k_voc12aug.py │ │ │ │ ├── upernet_r50_512x512_80k_ade20k.py │ │ │ │ ├── upernet_r50_769x769_40k_cityscapes.py │ │ │ │ └── upernet_r50_769x769_80k_cityscapes.py │ │ │ └── vit │ │ │ │ ├── README.md │ │ │ │ ├── upernet_deit-b16_512x512_160k_ade20k.py │ │ │ │ ├── upernet_deit-b16_512x512_80k_ade20k.py │ │ │ │ ├── upernet_deit-b16_ln_mln_512x512_160k_ade20k.py │ │ │ │ ├── upernet_deit-b16_mln_512x512_160k_ade20k.py │ │ │ │ ├── upernet_deit-s16_512x512_160k_ade20k.py │ │ │ │ ├── upernet_deit-s16_512x512_80k_ade20k.py │ │ │ │ ├── upernet_deit-s16_ln_mln_512x512_160k_ade20k.py │ │ │ │ ├── upernet_deit-s16_mln_512x512_160k_ade20k.py │ │ │ │ ├── upernet_vit-b16_ln_mln_512x512_160k_ade20k.py │ │ │ │ ├── upernet_vit-b16_mln_512x512_160k_ade20k.py │ │ │ │ ├── upernet_vit-b16_mln_512x512_80k_ade20k.py │ │ │ │ └── vit.yml │ │ ├── model-index.yml │ │ └── tools │ │ │ ├── .DS_Store │ │ │ ├── analyze_logs.py │ │ │ ├── benchmark.py │ │ │ ├── browse_dataset.py │ │ │ ├── convert_datasets │ │ │ ├── chase_db1.py │ │ │ ├── cityscapes.py │ │ │ ├── coco_stuff10k.py │ │ │ ├── coco_stuff164k.py │ │ │ ├── drive.py │ │ │ ├── hrf.py │ │ │ ├── pascal_context.py │ │ │ ├── stare.py │ │ │ └── voc_aug.py │ │ │ ├── deploy_test.py │ │ │ ├── dist_test.sh │ │ │ ├── dist_train.sh │ │ │ ├── get_flops.py │ │ │ ├── model_converters │ │ │ ├── mit2mmseg.py │ │ │ ├── swin2mmseg.py │ │ │ └── vit2mmseg.py │ │ │ ├── onnx2tensorrt.py │ │ │ ├── print_config.py │ │ │ ├── publish_model.py │ │ │ ├── pytorch2onnx.py │ │ │ ├── pytorch2torchscript.py │ │ │ ├── slurm_test.sh │ │ │ ├── slurm_train.sh │ │ │ ├── test.py │ │ │ ├── torchserve │ │ │ ├── mmseg2torchserve.py │ │ │ ├── mmseg_handler.py │ │ │ └── test_torchserve.py │ │ │ └── train.py │ ├── __init__.py │ ├── apis │ │ ├── __init__.py │ │ ├── inference.py │ │ ├── test.py │ │ └── train.py │ ├── core │ │ ├── __init__.py │ │ ├── evaluation │ │ │ ├── __init__.py │ │ │ ├── class_names.py │ │ │ ├── eval_hooks.py │ │ │ └── metrics.py │ │ ├── seg │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ └── sampler │ │ │ │ ├── __init__.py │ │ │ │ ├── base_pixel_sampler.py │ │ │ │ └── ohem_pixel_sampler.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ └── misc.py │ ├── datasets │ │ ├── __init__.py │ │ ├── ade.py │ │ ├── builder.py │ │ ├── chase_db1.py │ │ ├── cityscapes.py │ │ ├── coco_stuff.py │ │ ├── custom.py │ │ ├── dark_zurich.py │ │ ├── dataset_wrappers.py │ │ ├── drive.py │ │ ├── hrf.py │ │ ├── night_driving.py │ │ ├── pascal_context.py │ │ ├── pipelines │ │ │ ├── __init__.py │ │ │ ├── compose.py │ │ │ ├── formating.py │ │ │ ├── formatting.py │ │ │ ├── loading.py │ │ │ ├── test_time_aug.py │ │ │ └── transforms.py │ │ ├── stare.py │ │ └── voc.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── bisenetv1.py │ │ │ ├── bisenetv2.py │ │ │ ├── cgnet.py │ │ │ ├── fast_scnn.py │ │ │ ├── hrnet.py │ │ │ ├── icnet.py │ │ │ ├── mit.py │ │ │ ├── mobilenet_v2.py │ │ │ ├── mobilenet_v3.py │ │ │ ├── resnest.py │ │ │ ├── resnet.py │ │ │ ├── resnext.py │ │ │ ├── swin.py │ │ │ ├── timm_backbone.py │ │ │ ├── unet.py │ │ │ └── vit.py │ │ ├── builder.py │ │ ├── decode_heads │ │ │ ├── __init__.py │ │ │ ├── ann_head.py │ │ │ ├── apc_head.py │ │ │ ├── aspp_head.py │ │ │ ├── cascade_decode_head.py │ │ │ ├── cc_head.py │ │ │ ├── da_head.py │ │ │ ├── decode_head.py │ │ │ ├── dm_head.py │ │ │ ├── dnl_head.py │ │ │ ├── dpt_head.py │ │ │ ├── ema_head.py │ │ │ ├── enc_head.py │ │ │ ├── fcn_head.py │ │ │ ├── fpn_head.py │ │ │ ├── gc_head.py │ │ │ ├── isa_head.py │ │ │ ├── lraspp_head.py │ │ │ ├── nl_head.py │ │ │ ├── ocr_head.py │ │ │ ├── point_head.py │ │ │ ├── psa_head.py │ │ │ ├── psp_head.py │ │ │ ├── segformer_head.py │ │ │ ├── sep_aspp_head.py │ │ │ ├── sep_fcn_head.py │ │ │ ├── setr_mla_head.py │ │ │ ├── setr_up_head.py │ │ │ └── uper_head.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── accuracy.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── dice_loss.py │ │ │ ├── lovasz_loss.py │ │ │ └── utils.py │ │ ├── necks │ │ │ ├── __init__.py │ │ │ ├── fpn.py │ │ │ ├── ic_neck.py │ │ │ ├── jpu.py │ │ │ ├── mla_neck.py │ │ │ └── multilevel_neck.py │ │ ├── segmentors │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── cascade_encoder_decoder.py │ │ │ └── encoder_decoder.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── embed.py │ │ │ ├── inverted_residual.py │ │ │ ├── make_divisible.py │ │ │ ├── res_layer.py │ │ │ ├── se_layer.py │ │ │ ├── self_attention_block.py │ │ │ ├── shape_convert.py │ │ │ └── up_conv_block.py │ ├── ops │ │ ├── __init__.py │ │ ├── encoding.py │ │ └── wrappers.py │ ├── utils │ │ ├── __init__.py │ │ ├── collect_env.py │ │ └── logger.py │ └── version.py ├── model-index.yml ├── pytest.ini ├── requirements.txt ├── requirements │ ├── docs.txt │ ├── mminstall.txt │ ├── optional.txt │ ├── readthedocs.txt │ ├── runtime.txt │ └── tests.txt ├── resources │ ├── 3dogs.jpg │ ├── 3dogs_mask.png │ ├── mmseg-logo.png │ └── seg_demo.gif ├── setup.cfg ├── setup.py ├── tests │ ├── .DS_Store │ ├── __init__.py │ ├── test_apis │ │ └── test_single_gpu.py │ ├── test_config.py │ ├── test_data │ │ ├── test_dataset.py │ │ ├── test_dataset_builder.py │ │ ├── test_loading.py │ │ ├── test_transform.py │ │ └── test_tta.py │ ├── test_digit_version.py │ ├── test_eval_hook.py │ ├── test_inference.py │ ├── test_metrics.py │ ├── test_models │ │ ├── __init__.py │ │ ├── test_backbones │ │ │ ├── __init__.py │ │ │ ├── test_bisenetv1.py │ │ │ ├── test_bisenetv2.py │ │ │ ├── test_blocks.py │ │ │ ├── test_cgnet.py │ │ │ ├── test_fast_scnn.py │ │ │ ├── test_hrnet.py │ │ │ ├── test_icnet.py │ │ │ ├── test_mit.py │ │ │ ├── test_mobilenet_v3.py │ │ │ ├── test_resnest.py │ │ │ ├── test_resnet.py │ │ │ ├── test_resnext.py │ │ │ ├── test_swin.py │ │ │ ├── test_timm_backbone.py │ │ │ ├── test_unet.py │ │ │ ├── test_vit.py │ │ │ └── utils.py │ │ ├── test_forward.py │ │ ├── test_heads │ │ │ ├── __init__.py │ │ │ ├── test_ann_head.py │ │ │ ├── test_apc_head.py │ │ │ ├── test_aspp_head.py │ │ │ ├── test_cc_head.py │ │ │ ├── test_da_head.py │ │ │ ├── test_decode_head.py │ │ │ ├── test_dm_head.py │ │ │ ├── test_dnl_head.py │ │ │ ├── test_dpt_head.py │ │ │ ├── test_ema_head.py │ │ │ ├── test_enc_head.py │ │ │ ├── test_fcn_head.py │ │ │ ├── test_gc_head.py │ │ │ ├── test_isa_head.py │ │ │ ├── test_lraspp_head.py │ │ │ ├── test_nl_head.py │ │ │ ├── test_ocr_head.py │ │ │ ├── test_point_head.py │ │ │ ├── test_psa_head.py │ │ │ ├── test_psp_head.py │ │ │ ├── test_segformer_head.py │ │ │ ├── test_setr_mla_head.py │ │ │ ├── test_setr_up_head.py │ │ │ ├── test_uper_head.py │ │ │ └── utils.py │ │ ├── test_losses │ │ │ ├── __init__.py │ │ │ ├── test_ce_loss.py │ │ │ ├── test_dice_loss.py │ │ │ ├── test_lovasz_loss.py │ │ │ └── test_utils.py │ │ ├── test_necks │ │ │ ├── __init__.py │ │ │ ├── test_fpn.py │ │ │ ├── test_ic_neck.py │ │ │ ├── test_jpu.py │ │ │ ├── test_mla_neck.py │ │ │ └── test_multilevel_neck.py │ │ ├── test_segmentors │ │ │ ├── __init__.py │ │ │ ├── test_cascade_encoder_decoder.py │ │ │ ├── test_encoder_decoder.py │ │ │ └── utils.py │ │ └── test_utils │ │ │ ├── __init__.py │ │ │ └── test_embed.py │ └── test_sampler.py └── tools │ ├── .DS_Store │ ├── analyze_logs.py │ ├── benchmark.py │ ├── browse_dataset.py │ ├── convert_datasets │ ├── chase_db1.py │ ├── cityscapes.py │ ├── coco_stuff10k.py │ ├── coco_stuff164k.py │ ├── drive.py │ ├── hrf.py │ ├── pascal_context.py │ ├── stare.py │ └── voc_aug.py │ ├── deploy_test.py │ ├── dist_test.sh │ ├── dist_train.sh │ ├── get_flops.py │ ├── model_converters │ ├── mit2mmseg.py │ ├── swin2mmseg.py │ └── vit2mmseg.py │ ├── onnx2tensorrt.py │ ├── print_config.py │ ├── publish_model.py │ ├── pytorch2onnx.py │ ├── pytorch2torchscript.py │ ├── slurm_test.sh │ ├── slurm_train.sh │ ├── test.py │ ├── torchserve │ ├── mmseg2torchserve.py │ ├── mmseg_handler.py │ └── test_torchserve.py │ └── train.py ├── nanodet ├── .flake8 ├── .github │ └── workflows │ │ └── workflow.yml ├── .gitignore ├── .isort.cfg ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── config │ ├── EfficientNet-Lite │ │ ├── nanodet-EfficientNet-Lite0_320.yml │ │ ├── nanodet-EfficientNet-Lite1_416.yml │ │ └── nanodet-EfficientNet-Lite2_512.yml │ ├── RepVGG │ │ └── nanodet-RepVGG-A0_416.yml │ ├── Transformer │ │ └── nanodet-t.yml │ ├── nanodet-g.yml │ ├── nanodet-m-0.5x.yml │ ├── nanodet-m-1.5x-416.yml │ ├── nanodet-m-1.5x.yml │ ├── nanodet-m-416.yml │ ├── nanodet-m.yml │ ├── nanodet-m_hand_100DOH.yml │ ├── nanodet-m_hand_100DOH_13color.yml │ ├── nanodet-m_hand_ego_GRAY.yml │ └── nanodet_custom_xml_dataset.yml ├── demo │ ├── demo-inference-with-pytorch.ipynb │ └── demo.py ├── demo_android_ncnn │ ├── .gitignore │ ├── Android_demo.jpg │ ├── LICENSE │ ├── README.md │ ├── app │ │ ├── .gitignore │ │ ├── build.gradle │ │ ├── proguard-rules.pro │ │ └── src │ │ │ ├── androidTest │ │ │ └── java │ │ │ │ └── com │ │ │ │ └── rangi │ │ │ │ └── nanodet │ │ │ │ └── ExampleInstrumentedTest.java │ │ │ ├── main │ │ │ ├── AndroidManifest.xml │ │ │ ├── cpp │ │ │ │ ├── CMakeLists.txt │ │ │ │ ├── NanoDet.cpp │ │ │ │ ├── NanoDet.h │ │ │ │ ├── YoloV4.cpp │ │ │ │ ├── YoloV4.h │ │ │ │ ├── YoloV5.cpp │ │ │ │ ├── YoloV5.h │ │ │ │ └── jni_interface.cpp │ │ │ ├── java │ │ │ │ └── com │ │ │ │ │ └── rangi │ │ │ │ │ └── nanodet │ │ │ │ │ ├── AppCrashHandler.java │ │ │ │ │ ├── Box.java │ │ │ │ │ ├── MainActivity.java │ │ │ │ │ ├── NanoDet.java │ │ │ │ │ ├── NcnnApp.java │ │ │ │ │ ├── WelcomeActivity.java │ │ │ │ │ ├── YOLOv4.java │ │ │ │ │ └── YOLOv5.java │ │ │ └── res │ │ │ │ ├── drawable-v24 │ │ │ │ └── ic_launcher_foreground.xml │ │ │ │ ├── drawable-xxhdpi │ │ │ │ ├── cpu.png │ │ │ │ ├── gpu.png │ │ │ │ └── ncnn_icon.png │ │ │ │ ├── drawable │ │ │ │ ├── cpu_gpu_bg.xml │ │ │ │ └── ic_launcher_background.xml │ │ │ │ ├── layout │ │ │ │ ├── activity_main.xml │ │ │ │ └── activity_welcome.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 │ │ │ │ ├── colors.xml │ │ │ │ ├── strings.xml │ │ │ │ └── styles.xml │ │ │ └── test │ │ │ └── java │ │ │ └── com │ │ │ └── rangi │ │ │ └── nanodet │ │ │ └── ExampleUnitTest.java │ ├── build.gradle │ ├── gradle.properties │ ├── gradle │ │ └── wrapper │ │ │ ├── gradle-wrapper.jar │ │ │ └── gradle-wrapper.properties │ ├── gradlew │ ├── gradlew.bat │ └── settings.gradle ├── demo_libtorch │ ├── CMakeLists.txt │ ├── README.md │ ├── main.cpp │ ├── nanodet_libtorch.cpp │ └── nanodet_libtorch.h ├── demo_mnn │ ├── CMakeLists.txt │ ├── README.md │ ├── imgs │ │ ├── 000252.jpg │ │ └── 000258.jpg │ ├── main.cpp │ ├── nanodet_mnn.cpp │ ├── nanodet_mnn.hpp │ ├── python │ │ └── demo_mnn.py │ └── results │ │ ├── 000252.jpg │ │ └── 000258.jpg ├── demo_ncnn │ ├── CMakeLists.txt │ ├── README.md │ ├── benchmark.jpg │ ├── main.cpp │ ├── nanodet.cpp │ ├── nanodet.h │ └── python │ │ └── demo_ncnn.py ├── demo_openvino │ ├── CMakeLists.txt │ ├── README.md │ ├── main.cpp │ ├── nanodet_openvino.cpp │ └── nanodet_openvino.h ├── docs │ ├── config_file_detail.md │ ├── imgs │ │ ├── Android_demo.jpg │ │ ├── Model_arch.png │ │ └── Title.jpg │ └── update.md ├── logs.txt ├── nanodet │ ├── __about__.py │ ├── __init__.py │ ├── evaluator │ │ ├── __init__.py │ │ └── coco_detection.py │ ├── model │ │ ├── arch │ │ │ ├── __init__.py │ │ │ └── one_stage_detector.py │ │ ├── backbone │ │ │ ├── __init__.py │ │ │ ├── custom_csp.py │ │ │ ├── efficientnet_lite.py │ │ │ ├── ghostnet.py │ │ │ ├── mobilenetv2.py │ │ │ ├── repvgg.py │ │ │ ├── resnet.py │ │ │ └── shufflenetv2.py │ │ ├── fpn │ │ │ ├── __init__.py │ │ │ ├── fpn.py │ │ │ ├── pan.py │ │ │ └── tan.py │ │ ├── head │ │ │ ├── __init__.py │ │ │ ├── assigner │ │ │ │ ├── assign_result.py │ │ │ │ ├── atss_assigner.py │ │ │ │ └── base_assigner.py │ │ │ ├── gfl_head.py │ │ │ └── nanodet_head.py │ │ ├── loss │ │ │ ├── gfocal_loss.py │ │ │ ├── iou_loss.py │ │ │ └── utils.py │ │ └── module │ │ │ ├── activation.py │ │ │ ├── conv.py │ │ │ ├── init_weights.py │ │ │ ├── nms.py │ │ │ ├── norm.py │ │ │ ├── scale.py │ │ │ └── transformer.py │ ├── trainer │ │ ├── __init__.py │ │ ├── dist_trainer.py │ │ ├── task.py │ │ └── trainer.py │ └── util │ │ ├── __init__.py │ │ ├── box_transform.py │ │ ├── check_point.py │ │ ├── config.py │ │ ├── data_parallel.py │ │ ├── distributed_data_parallel.py │ │ ├── flops_counter.py │ │ ├── logger.py │ │ ├── misc.py │ │ ├── path.py │ │ ├── rank_filter.py │ │ ├── scatter_gather.py │ │ ├── util_mixins.py │ │ ├── visualization.py │ │ └── yacs.py ├── requirements.txt ├── setup.py ├── tests │ ├── test_configs │ │ └── test_config.py │ ├── test_data │ │ ├── test_batch_process.py │ │ ├── test_collate.py │ │ ├── test_dataset │ │ │ ├── test_cocodataset.py │ │ │ └── test_xmldataset.py │ │ └── test_transform │ │ │ ├── test_color.py │ │ │ └── test_warp.py │ ├── test_evaluator │ │ └── test_coco_detection.py │ ├── test_models │ │ ├── test_backbone │ │ │ ├── test_custom_csp.py │ │ │ ├── test_efficient_lite.py │ │ │ ├── test_ghostnet.py │ │ │ ├── test_mobilenetv2.py │ │ │ ├── test_repvgg.py │ │ │ ├── test_resnet.py │ │ │ └── test_shufflenetv2.py │ │ ├── test_fpn │ │ │ ├── test_fpn.py │ │ │ ├── test_pan.py │ │ │ └── test_tan.py │ │ ├── test_head │ │ │ ├── test_gfl_head.py │ │ │ └── test_nanodet_head.py │ │ ├── test_loss │ │ │ ├── test_gfocal_loss.py │ │ │ └── test_iou_loss.py │ │ └── test_modules │ │ │ ├── test_conv.py │ │ │ ├── test_dwconv.py │ │ │ ├── test_init_weights.py │ │ │ ├── test_nms.py │ │ │ ├── test_norm.py │ │ │ ├── test_repvgg_conv.py │ │ │ ├── test_scale.py │ │ │ └── test_transformer.py │ ├── test_trainer │ │ ├── test_lightning_task.py │ │ └── test_trainer.py │ └── test_utils │ │ ├── test_flops.py │ │ └── test_logger.py ├── tools │ ├── convert_old_checkpoint.py │ ├── deprecated │ │ ├── test.py │ │ └── train.py │ ├── export_onnx.py │ ├── export_torchscript.py │ ├── flops.py │ ├── inference.py │ ├── test.py │ └── train.py └── workspace │ └── nanodet_m_hand_100DOH │ ├── 2021_11_22_15_20_52 │ └── camera.mp4 │ ├── 2021_11_22_15_21_48 │ └── camera.mp4 │ ├── 2021_11_22_16_34_52 │ └── camera.mp4 │ ├── 2021_11_22_16_37_10 │ └── camera.mp4 │ ├── 2021_11_22_16_38_48 │ └── camera.mp4 │ ├── 2021_11_22_16_39_26 │ └── camera.mp4 │ ├── 2021_11_23_19_30_06 │ └── camera.mp4 │ ├── 2021_11_23_19_32_59 │ └── camera.mp4 │ ├── 2021_11_23_19_33_39 │ └── camera.mp4 │ ├── 2021_11_23_19_46_08 │ └── camera.mp4 │ ├── 2021_11_23_19_47_05 │ └── camera.mp4 │ ├── 2021_11_23_19_47_30 │ └── camera.mp4 │ ├── 2021_11_23_19_47_42 │ └── camera.mp4 │ ├── 2021_11_23_19_50_08 │ └── camera.mp4 │ └── 2021_11_23_19_51_38 │ └── camera.mp4 ├── requirements.txt └── tools ├── evaluate_icp_chamfer.py ├── extract_images.py ├── icp.py ├── image_downsample.py ├── 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