├── INSTALL.md ├── LICENSE ├── MODEL_ZOO.md ├── README.md ├── TECHNICAL_DETAILS.md ├── compile.sh ├── configs ├── __pycache__ │ ├── faster_rcnn_r101_fpn_1x_syncbn.cpython-36.pyc │ ├── faster_rcnn_r101_fpn_1x_tebn-1a_8e_buffer1.cpython-36.pyc │ ├── faster_rcnn_r101_fpn_1x_tebn-1a_8e_buffer3.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_ablation.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_gn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_gn_ALL.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_normalBN.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_normalBN2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_normalBN_ALL.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_normalBN_ALL2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_syncbn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_syncbn_ALL.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_syncbn_bs8.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_8e_buffer1_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_8e_buffer3_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_8e_buffer7_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_fpnBN_frozen.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_000.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_001.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_002.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_003.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_004.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_006.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_007.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_008.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_009.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_010.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_035.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_037.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_038.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_039.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_041.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_042.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_nofpn_065.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer3_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer7.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer7_fpnBN_frozen.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a2_buffer7_nofpn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_ALL_8e_buffer1_fromsyncbn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_ALL_8e_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_ALL_8e_buffer3_fromnormalbn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_ALL_8e_buffer3_fromsyncbn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_buffer3_burnin1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_buffer3_burnin2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_buffer3_burnin3.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_buffer3_burnin4.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_buffer3_burnin6.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_buffer3_burnin8.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_nofpn_0k_buffer1_warmup.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_nofpn_0k_buffer3_warmup.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_nofpn_0k_buffer3_warmupshort.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1a_nofpnup4_0k_buffer3_warmup.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1b_0k_buffer3_warmup.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1c_0k_buffer3_warmup.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1d_0k_buffer3_warmup.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn-1mu2_buffer3.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_0k_buffer1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_0k_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_0k_buffer4.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer1_na.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer1_na2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer1_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer1_rho0_na.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer1_rho0_na2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer2_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer3.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer3_na.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer3_na2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer3_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer3_rho0_na.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer3_rho0_na2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer4.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer4_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer4_rho1e-1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer4_rho2e0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer4_rho5e-1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer7.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer7_na.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer7_na2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer7_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer7_rho0_na.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer7_rho0_na2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer8.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_8e_buffer8_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL2_8e_buffer1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL2_8e_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_0k_buffer0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_0k_buffer1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_0k_buffer1_rho0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_0k_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_0k_buffer4.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_0k_buffer8.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_11e_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_11e_buffer4.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_2e_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_2e_buffer4.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_4e_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_4e_buffer2_rho5e-1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_4e_buffer4.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_8e_buffer1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_8e_buffer1_fromsyncbn.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_8e_buffer1_rho2e0.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_8e_buffer1_rho5e-1.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_8e_buffer2.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x_tebn_ALL_8e_buffer4.cpython-36.pyc │ ├── mask_rcnn_r101_fpn_1x_syncbn.cpython-36.pyc │ ├── mask_rcnn_r101_fpn_1x_tebn-1a_8e_buffer1.cpython-36.pyc │ ├── mask_rcnn_r101_fpn_1x_tebn-1a_8e_buffer3.cpython-36.pyc │ ├── mask_rcnn_r101_fpn_1x_tebn-1a_8e_buffer3_burnin8.cpython-36.pyc │ ├── mask_rcnn_r50_fpn_1x.cpython-36.pyc │ ├── mask_rcnn_r50_fpn_1x_gn_ALL.cpython-36.pyc │ ├── mask_rcnn_r50_fpn_1x_syncbn.cpython-36.pyc │ ├── mask_rcnn_r50_fpn_1x_tebn-1a_8e_buffer1.cpython-36.pyc │ ├── mask_rcnn_r50_fpn_1x_tebn-1a_8e_buffer3.cpython-36.pyc │ └── mask_rcnn_r50_fpn_1x_tebn-1a_8e_buffer3_burnin8.cpython-36.pyc ├── cbn │ ├── __pycache__ │ │ ├── faster_rcnn_r50_fpn_1x.cpython-36.pyc │ │ ├── faster_rcnn_r50_fpn_cbn-1_buffer3_burnin8_1x.cpython-36.pyc │ │ ├── faster_rcnn_r50_fpn_cbn-1_buffer3_burnin8_rnf_1x.cpython-36.pyc │ │ ├── faster_rcnn_r50_fpn_cbn-1a_buffer3_burnin3_1x.cpython-36.pyc │ │ ├── faster_rcnn_r50_fpn_cbn-1a_buffer3_burnin8_1x.cpython-36.pyc │ │ ├── faster_rcnn_r50_fpn_cbn-1a_buffer3_burnin8_rnf_1x.cpython-36.pyc │ │ ├── faster_rcnn_r50_fpn_gn_1x.cpython-36.pyc │ │ ├── faster_rcnn_r50_fpn_syncbn_1x.cpython-36.pyc │ │ ├── mask_rcnn_r50_fpn_1x.cpython-36.pyc │ │ ├── mask_rcnn_r50_fpn_cbn-1_buffer3_burnin8_1x.cpython-36.pyc │ │ ├── mask_rcnn_r50_fpn_cbn-1a_buffer3_burnin3_1x.cpython-36.pyc │ │ ├── mask_rcnn_r50_fpn_cbn-1a_buffer3_burnin8_1x.cpython-36.pyc │ │ ├── mask_rcnn_r50_fpn_gn_1x.cpython-36.pyc │ │ └── mask_rcnn_r50_fpn_syncbn_1x.cpython-36.pyc │ ├── faster_rcnn_r50_fpn_1x.py │ ├── faster_rcnn_r50_fpn_cbn_buffer3_burnin8_1x.py │ ├── faster_rcnn_r50_fpn_gn_1x.py │ ├── faster_rcnn_r50_fpn_syncbn_1x.py │ ├── mask_rcnn_r50_fpn_1x.py │ ├── mask_rcnn_r50_fpn_cbn_buffer3_burnin8_1x.py │ ├── mask_rcnn_r50_fpn_gn_1x.py │ └── mask_rcnn_r50_fpn_syncbn_1x.py └── offical_cfgs │ ├── __pycache__ │ ├── faster_rcnn_r50_fpn_1x.cpython-36.pyc │ └── mask_rcnn_r50_fpn_gn_2x.cpython-36.pyc │ ├── cascade_mask_rcnn_r101_fpn_1x.py │ ├── cascade_mask_rcnn_r50_fpn_1x.py │ ├── cascade_mask_rcnn_x101_32x4d_fpn_1x.py │ ├── cascade_mask_rcnn_x101_64x4d_fpn_1x.py │ ├── cascade_rcnn_r101_fpn_1x.py │ ├── cascade_rcnn_r50_fpn_1x.py │ ├── cascade_rcnn_x101_32x4d_fpn_1x.py │ ├── cascade_rcnn_x101_64x4d_fpn_1x.py │ ├── dcn │ ├── cascade_mask_rcnn_dconv_c3-c5_r50_fpn_1x.py │ ├── cascade_rcnn_dconv_c3-c5_r50_fpn_1x.py │ ├── faster_rcnn_dconv_c3-c5_r50_fpn_1x.py │ ├── faster_rcnn_dconv_c3-c5_x101_32x4d_fpn_1x.py │ ├── faster_rcnn_dpool_r50_fpn_1x.py │ ├── faster_rcnn_mdconv_c3-c5_r50_fpn_1x.py │ ├── faster_rcnn_mdpool_r50_fpn_1x.py │ └── mask_rcnn_dconv_c3-c5_r50_fpn_1x.py │ ├── fast_mask_rcnn_r101_fpn_1x.py │ ├── fast_mask_rcnn_r50_fpn_1x.py │ ├── fast_rcnn_r101_fpn_1x.py │ ├── fast_rcnn_r50_fpn_1x.py │ ├── faster_rcnn_ohem_r50_fpn_1x.py │ ├── faster_rcnn_r101_fpn_1x.py │ ├── faster_rcnn_r50_fpn_1x.py │ ├── faster_rcnn_x101_32x4d_fpn_1x.py │ ├── faster_rcnn_x101_64x4d_fpn_1x.py │ ├── mask_rcnn_r101_fpn_1x.py │ ├── mask_rcnn_r101_fpn_gn_2x.py │ ├── mask_rcnn_r50_fpn_1x.py │ ├── mask_rcnn_r50_fpn_gn_2x.py │ ├── mask_rcnn_r50_fpn_gn_contrib_2x.py │ ├── mask_rcnn_x101_32x4d_fpn_1x.py │ ├── mask_rcnn_x101_64x4d_fpn_1x.py │ ├── pascal_voc │ ├── faster_rcnn_r50_fpn_1x_voc0712.py │ ├── ssd300_voc.py │ └── ssd512_voc.py │ ├── retinanet_r101_fpn_1x.py │ ├── retinanet_r50_fpn_1x.py │ ├── retinanet_x101_32x4d_fpn_1x.py │ ├── retinanet_x101_64x4d_fpn_1x.py │ ├── rpn_r101_fpn_1x.py │ ├── rpn_r50_fpn_1x.py │ ├── rpn_x101_32x4d_fpn_1x.py │ ├── rpn_x101_64x4d_fpn_1x.py │ ├── ssd300_coco.py │ └── ssd512_coco.py ├── mmdet ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ └── version.cpython-36.pyc ├── apis │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── env.cpython-36.pyc │ │ ├── inference.cpython-36.pyc │ │ └── train.cpython-36.pyc │ ├── env.py │ ├── inference.py │ └── train.py ├── core │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-36.pyc │ ├── anchor │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── anchor_generator.cpython-36.pyc │ │ │ └── anchor_target.cpython-36.pyc │ │ ├── anchor_generator.py │ │ └── anchor_target.py │ ├── bbox │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── assign_sampling.cpython-36.pyc │ │ │ ├── bbox_target.cpython-36.pyc │ │ │ ├── geometry.cpython-36.pyc │ │ │ └── transforms.cpython-36.pyc │ │ ├── assign_sampling.py │ │ ├── assigners │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-36.pyc │ │ │ │ ├── assign_result.cpython-36.pyc │ │ │ │ ├── base_assigner.cpython-36.pyc │ │ │ │ └── max_iou_assigner.cpython-36.pyc │ │ │ ├── assign_result.py │ │ │ ├── base_assigner.py │ │ │ └── max_iou_assigner.py │ │ ├── bbox_target.py │ │ ├── geometry.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-36.pyc │ │ │ │ ├── base_sampler.cpython-36.pyc │ │ │ │ ├── combined_sampler.cpython-36.pyc │ │ │ │ ├── instance_balanced_pos_sampler.cpython-36.pyc │ │ │ │ ├── iou_balanced_neg_sampler.cpython-36.pyc │ │ │ │ ├── ohem_sampler.cpython-36.pyc │ │ │ │ ├── pseudo_sampler.cpython-36.pyc │ │ │ │ ├── random_sampler.cpython-36.pyc │ │ │ │ └── sampling_result.cpython-36.pyc │ │ │ ├── base_sampler.py │ │ │ ├── combined_sampler.py │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ ├── ohem_sampler.py │ │ │ ├── pseudo_sampler.py │ │ │ ├── random_sampler.py │ │ │ └── sampling_result.py │ │ └── transforms.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── bbox_overlaps.cpython-36.pyc │ │ │ ├── class_names.cpython-36.pyc │ │ │ ├── coco_utils.cpython-36.pyc │ │ │ ├── eval_hooks.cpython-36.pyc │ │ │ ├── mean_ap.cpython-36.pyc │ │ │ └── recall.cpython-36.pyc │ │ ├── bbox_overlaps.py │ │ ├── class_names.py │ │ ├── coco_utils.py │ │ ├── eval_hooks.py │ │ ├── mean_ap.py │ │ └── recall.py │ ├── loss │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── losses.cpython-36.pyc │ │ └── losses.py │ ├── mask │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── mask_target.cpython-36.pyc │ │ │ └── utils.cpython-36.pyc │ │ ├── mask_target.py │ │ └── utils.py │ ├── post_processing │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── bbox_nms.cpython-36.pyc │ │ │ └── merge_augs.cpython-36.pyc │ │ ├── bbox_nms.py │ │ └── merge_augs.py │ └── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── dist_utils.cpython-36.pyc │ │ └── misc.cpython-36.pyc │ │ ├── dist_utils.py │ │ └── misc.py ├── datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── coco.cpython-36.pyc │ │ ├── concat_dataset.cpython-36.pyc │ │ ├── custom.cpython-36.pyc │ │ ├── extra_aug.cpython-36.pyc │ │ ├── repeat_dataset.cpython-36.pyc │ │ ├── transforms.cpython-36.pyc │ │ ├── utils.cpython-36.pyc │ │ ├── voc.cpython-36.pyc │ │ └── xml_style.cpython-36.pyc │ ├── coco.py │ ├── concat_dataset.py │ ├── custom.py │ ├── extra_aug.py │ ├── loader │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── build_loader.cpython-36.pyc │ │ │ └── sampler.cpython-36.pyc │ │ ├── build_loader.py │ │ └── sampler.py │ ├── repeat_dataset.py │ ├── transforms.py │ ├── utils.py │ ├── voc.py │ └── xml_style.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── builder.cpython-36.pyc │ │ └── registry.cpython-36.pyc │ ├── anchor_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── anchor_head.cpython-36.pyc │ │ │ ├── retina_head.cpython-36.pyc │ │ │ ├── rpn_head.cpython-36.pyc │ │ │ └── ssd_head.cpython-36.pyc │ │ ├── anchor_head.py │ │ ├── retina_head.py │ │ ├── rpn_head.py │ │ └── ssd_head.py │ ├── backbones │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── resnet.cpython-36.pyc │ │ │ ├── resnext.cpython-36.pyc │ │ │ └── ssd_vgg.cpython-36.pyc │ │ ├── resnet.py │ │ ├── resnext.py │ │ └── ssd_vgg.py │ ├── bbox_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── bbox_head.cpython-36.pyc │ │ │ └── convfc_bbox_head.cpython-36.pyc │ │ ├── bbox_head.py │ │ └── convfc_bbox_head.py │ ├── builder.py │ ├── detectors │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── base.cpython-36.pyc │ │ │ ├── cascade_rcnn.cpython-36.pyc │ │ │ ├── fast_rcnn.cpython-36.pyc │ │ │ ├── faster_rcnn.cpython-36.pyc │ │ │ ├── mask_rcnn.cpython-36.pyc │ │ │ ├── retinanet.cpython-36.pyc │ │ │ ├── rpn.cpython-36.pyc │ │ │ ├── single_stage.cpython-36.pyc │ │ │ ├── test_mixins.cpython-36.pyc │ │ │ └── two_stage.cpython-36.pyc │ │ ├── base.py │ │ ├── cascade_rcnn.py │ │ ├── fast_rcnn.py │ │ ├── faster_rcnn.py │ │ ├── mask_rcnn.py │ │ ├── retinanet.py │ │ ├── rpn.py │ │ ├── single_stage.py │ │ ├── test_mixins.py │ │ └── two_stage.py │ ├── mask_heads │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── fcn_mask_head.cpython-36.pyc │ │ └── fcn_mask_head.py │ ├── necks │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── fpn.cpython-36.pyc │ │ └── fpn.py │ ├── registry.py │ ├── roi_extractors │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── single_level.cpython-36.pyc │ │ └── single_level.py │ └── utils │ │ ├── CBN.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── CBN.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── conv_module.cpython-36.pyc │ │ ├── norm.cpython-36.pyc │ │ ├── teBN.cpython-36.pyc │ │ └── weight_init.cpython-36.pyc │ │ ├── conv_module.py │ │ ├── norm.py │ │ └── weight_init.py ├── ops │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-36.pyc │ ├── dcn │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-36.pyc │ │ ├── build │ │ │ ├── lib.linux-x86_64-3.6 │ │ │ │ ├── deform_conv_cuda.cpython-36m-x86_64-linux-gnu.so │ │ │ │ └── deform_pool_cuda.cpython-36m-x86_64-linux-gnu.so │ │ │ └── temp.linux-x86_64-3.6 │ │ │ │ └── src │ │ │ │ ├── deform_conv_cuda.o │ │ │ │ ├── deform_conv_cuda_kernel.o │ │ │ │ ├── deform_pool_cuda.o │ │ │ │ └── deform_pool_cuda_kernel.o │ │ ├── deform_conv_cuda.cpython-36m-x86_64-linux-gnu.so │ │ ├── deform_pool_cuda.cpython-36m-x86_64-linux-gnu.so │ │ ├── functions │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-36.pyc │ │ │ │ ├── deform_conv.cpython-36.pyc │ │ │ │ └── deform_pool.cpython-36.pyc │ │ │ ├── deform_conv.py │ │ │ └── deform_pool.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-36.pyc │ │ │ │ ├── deform_conv.cpython-36.pyc │ │ │ │ └── deform_pool.cpython-36.pyc │ │ │ ├── deform_conv.py │ │ │ └── deform_pool.py │ │ ├── setup.py │ │ └── src │ │ │ ├── deform_conv_cuda.cpp │ │ │ ├── deform_conv_cuda_kernel.cu │ │ │ ├── deform_pool_cuda.cpp │ │ │ └── deform_pool_cuda_kernel.cu │ ├── nms │ │ ├── .gitignore │ │ ├── Makefile │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── nms_wrapper.cpython-36.pyc │ │ ├── build │ │ │ └── temp.linux-x86_64-3.6 │ │ │ │ ├── cpu_nms.o │ │ │ │ ├── cpu_soft_nms.o │ │ │ │ ├── gpu_nms.o │ │ │ │ └── nms_kernel.o │ │ ├── cpu_nms.cpython-36m-x86_64-linux-gnu.so │ │ ├── cpu_nms.pyx │ │ ├── cpu_soft_nms.cpython-36m-x86_64-linux-gnu.so │ │ ├── cpu_soft_nms.pyx │ │ ├── gpu_nms.cpython-36m-x86_64-linux-gnu.so │ │ ├── gpu_nms.hpp │ │ ├── gpu_nms.pyx │ │ ├── nms_kernel.cu │ │ ├── nms_wrapper.py │ │ └── setup.py │ ├── normalize │ │ ├── __init__.py │ │ ├── batch_group_norm.py │ │ └── batch_layer_norm.py │ ├── roi_align │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-36.pyc │ │ ├── build │ │ │ ├── lib.linux-x86_64-3.6 │ │ │ │ └── roi_align_cuda.cpython-36m-x86_64-linux-gnu.so │ │ │ └── temp.linux-x86_64-3.6 │ │ │ │ └── src │ │ │ │ ├── roi_align_cuda.o │ │ │ │ └── roi_align_kernel.o │ │ ├── functions │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-36.pyc │ │ │ │ └── roi_align.cpython-36.pyc │ │ │ └── roi_align.py │ │ ├── gradcheck.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-36.pyc │ │ │ │ └── roi_align.cpython-36.pyc │ │ │ └── roi_align.py │ │ ├── roi_align_cuda.cpython-36m-x86_64-linux-gnu.so │ │ ├── setup.py │ │ └── src │ │ │ ├── roi_align_cuda.cpp │ │ │ └── roi_align_kernel.cu │ └── roi_pool │ │ ├── __init__.py │ │ ├── __pycache__ │ │ └── __init__.cpython-36.pyc │ │ ├── build │ │ ├── lib.linux-x86_64-3.6 │ │ │ └── roi_pool_cuda.cpython-36m-x86_64-linux-gnu.so │ │ └── temp.linux-x86_64-3.6 │ │ │ └── src │ │ │ ├── roi_pool_cuda.o │ │ │ └── roi_pool_kernel.o │ │ ├── functions │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── roi_pool.cpython-36.pyc │ │ └── roi_pool.py │ │ ├── gradcheck.py │ │ ├── modules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ └── roi_pool.cpython-36.pyc │ │ └── roi_pool.py │ │ ├── roi_pool_cuda.cpython-36m-x86_64-linux-gnu.so │ │ ├── setup.py │ │ └── src │ │ ├── roi_pool_cuda.cpp │ │ └── roi_pool_kernel.cu ├── utils │ ├── __init__.py │ ├── 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