├── INSTALL.md ├── LICENSE ├── README.md ├── cfgs ├── CIHP │ ├── e2e_rp_rcnn_R-50-FPN_3x_ms.yaml │ └── e2e_rp_rcnn_R-50-FPN_6x_ms.yaml └── MHP-v2 │ ├── e2e_rp_rcnn_R-50-FPN_3x_ms.yaml │ └── e2e_rp_rcnn_R-50-FPN_6x_ms.yaml ├── ckpts └── README.md ├── data ├── output.png └── rp_rcnn.png ├── make.sh ├── models ├── __init__.py ├── imagenet │ ├── __init__.py │ ├── hrnet.py │ ├── mobilenet_v1.py │ ├── mobilenet_v2.py │ ├── mobilenet_v3.py │ ├── resnet.py │ ├── resnext.py │ ├── utils.py │ └── vovnet.py └── ops │ ├── __init__.py │ ├── adjust_smooth_l1_loss.py │ ├── affine.py │ ├── batch_norm.py │ ├── bilinear_interpolation2d.py │ ├── boxes.py │ ├── context_block.py │ ├── conv2d_samepadding.py │ ├── conv2d_ws.py │ ├── csrc │ ├── PoolPointsInterp.h │ ├── ROIAlign.h │ ├── ROIPool.h │ ├── SigmoidFocalLoss.h │ ├── cpu │ │ ├── ROIAlign_cpu.cpp │ │ ├── nms_cpu.cpp │ │ └── vision.h │ ├── cuda │ │ ├── PoolPointsInterp_cuda.cu │ │ ├── ROIAlign_cuda.cu │ │ ├── ROIPool_cuda.cu │ │ ├── SigmoidFocalLoss_cuda.cu │ │ ├── deform_conv_cuda.cu │ │ ├── deform_conv_kernel_cuda.cu │ │ ├── deform_pool_cuda.cu │ │ ├── deform_pool_kernel_cuda.cu │ │ ├── ml_nms.cu │ │ ├── nms.cu │ │ └── vision.h │ ├── deform_conv.h │ ├── deform_pool.h │ ├── ml_nms.h │ ├── nms.h │ └── vision.cpp │ ├── cython_bbox.c │ ├── cython_bbox.pyx │ ├── cython_nms.c │ ├── cython_nms.pyx │ ├── dcn │ ├── __init__.py │ ├── deform_conv_func.py │ ├── deform_conv_module.py │ ├── deform_pool_func.py │ └── deform_pool_module.py │ ├── dropblock.py │ ├── iou_loss.py │ ├── l2_loss.py │ ├── l2norm.py │ ├── label_smoothing.py │ ├── lovasz_hinge_loss.py │ ├── misc.py │ ├── mixture_batchnorm.py │ ├── nms.py │ ├── nonlocal2d.py │ ├── pool_points_interp.py │ ├── scale.py │ ├── setup_rcnn.py │ ├── setup_ssd.py │ ├── sigmoid_focal_loss.py │ ├── smooth_l1_loss.py │ └── squeeze_excitation.py ├── rcnn ├── __init__.py ├── core │ ├── __init__.py │ ├── config.py │ ├── test.py │ └── test_engine.py ├── datasets │ ├── __init__.py │ ├── dataset.py │ ├── dataset_catalog.py │ ├── evaluation.py │ └── transform.py ├── modeling │ ├── backbone │ │ ├── HRNet.py │ │ ├── MobileNet_v1.py │ │ ├── MobileNet_v2.py │ │ ├── MobileNet_v3.py │ │ ├── ResNeXt.py │ │ ├── ResNet.py │ │ ├── VoVNet.py │ │ └── __init__.py │ ├── cascade_rcnn │ │ ├── __init__.py │ │ ├── cascade_rcnn.py │ │ ├── heads │ │ │ ├── __init__.py │ │ │ ├── convfc_heads.py │ │ │ └── mlp_heads.py │ │ ├── inference.py │ │ ├── loss.py │ │ └── outputs.py │ ├── fast_rcnn │ │ ├── __init__.py │ │ ├── fast_rcnn.py │ │ ├── heads │ │ │ ├── __init__.py │ │ │ ├── convfc_heads.py │ │ │ └── mlp_heads.py │ │ ├── inference.py │ │ ├── loss.py │ │ └── outputs.py │ ├── fpn │ │ ├── FPN.py │ │ ├── HRFPN.py │ │ └── __init__.py │ ├── mask_rcnn │ │ ├── __init__.py │ │ ├── heads │ │ │ ├── __init__.py │ │ │ └── convx_heads.py │ │ ├── inference.py │ │ ├── loss.py │ │ ├── mask_rcnn.py │ │ ├── maskiou │ │ │ ├── __init__.py │ │ │ ├── heads.py │ │ │ ├── inference.py │ │ │ ├── loss.py │ │ │ ├── maskiou.py │ │ │ └── outputs.py │ │ └── outputs.py │ ├── model_builder.py │ ├── parsing_rcnn │ │ ├── __init__.py │ │ ├── heads │ │ │ ├── __init__.py │ │ │ ├── convx_heads.py │ │ │ └── gce_heads.py │ │ ├── inference.py │ │ ├── loss.py │ │ ├── outputs.py │ │ ├── parsing_rcnn.py │ │ └── parsingiou │ │ │ ├── __init__.py │ │ │ ├── heads.py │ │ │ ├── inference.py │ │ │ ├── loss.py │ │ │ ├── outputs.py │ │ │ └── parsingiou.py │ ├── registry.py │ ├── rpn │ │ ├── __init__.py │ │ ├── anchor_generator.py │ │ ├── inference.py │ │ ├── loss.py │ │ └── rpn.py │ └── semseg │ │ ├── __init__.py │ │ ├── heads │ │ ├── __init__.py │ │ └── semseg_heads.py │ │ ├── loss.py │ │ ├── outputs.py │ │ └── semseg.py ├── ops │ ├── __init__.py │ ├── deform_pool.py │ ├── roi_align.py │ └── roi_pool.py └── utils │ ├── __init__.py │ ├── balanced_positive_negative_sampler.py │ ├── box_coder.py │ ├── matcher.py │ ├── misc.py │ └── poolers.py ├── requirements.txt ├── tools ├── _init_paths.py ├── test_net.py └── train_net.py ├── utils ├── __init__.py ├── checkpointer.py ├── collections.py ├── colormap.py ├── comm.py ├── data │ ├── __init__.py │ ├── collate_batch.py │ ├── dataset_catalog.py │ ├── datasets │ │ ├── __init__.py │ │ ├── coco.py │ │ └── concat_dataset.py │ ├── evaluation │ │ └── parsing_eval.py │ ├── samplers │ │ ├── __init__.py │ │ ├── distributed.py │ │ ├── grouped_batch_sampler.py │ │ ├── iteration_based_batch_sampler.py │ │ ├── range_sampler.py │ │ └── repeat_factor.py │ ├── structures │ │ ├── __init__.py │ │ ├── bounding_box.py │ │ ├── boxlist_ops.py │ │ ├── image_list.py │ │ ├── parsing.py │ │ ├── segmentation_mask.py │ │ └── semantic_segmentation.py │ └── transforms │ │ ├── __init__.py │ │ └── transforms.py ├── image.py ├── logger.py ├── lr_scheduler.py ├── measure.py ├── misc.py ├── net.py ├── optimizer.py ├── registry.py ├── subprocess.py ├── timer.py └── vis.py └── weights └── README.md /INSTALL.md: -------------------------------------------------------------------------------- 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