├── LICENSE ├── README.md ├── assets └── main_img.png ├── configs ├── Base-RCNN-FPN.yaml ├── COCO-detection │ ├── cascade_ubbr_R_50_FPN_base.yaml │ ├── cascade_ubbr_R_50_FPN_ft_all_30shot_aug_ftmore.yaml │ ├── faster_rcnn_R_50_FPN_base.yaml │ ├── faster_rcnn_R_50_FPN_ft_all_30shot_aug_ftmore_dropout.yaml │ └── faster_rcnn_R_50_FPN_ft_novel_30shot.yaml └── LABEL-Verification │ └── dino_label_verification.yaml ├── datasets └── README.md ├── detectron2 ├── __init__.py ├── checkpoint │ ├── __init__.py │ ├── c2_model_loading.py │ ├── catalog.py │ └── detection_checkpoint.py ├── config │ ├── __init__.py │ ├── compat.py │ ├── config.py │ └── defaults.py ├── data │ ├── __init__.py │ ├── build.py │ ├── catalog.py │ ├── common.py │ ├── dataset_mapper.py │ ├── datasets │ │ ├── README.md │ │ ├── __init__.py │ │ ├── builtin.py │ │ ├── builtin_meta.py │ │ ├── cityscapes.py │ │ ├── coco.py │ │ ├── lvis.py │ │ ├── lvis_v0_5_categories.py │ │ ├── lvis_v1_categories.py │ │ ├── pascal_voc.py │ │ └── register_coco.py │ ├── detection_utils.py │ ├── samplers │ │ ├── __init__.py │ │ ├── distributed_sampler.py │ │ └── grouped_batch_sampler.py │ └── transforms │ │ ├── __init__.py │ │ ├── augmentation.py │ │ ├── augmentation_impl.py │ │ └── transform.py ├── engine │ ├── __init__.py │ ├── defaults.py │ ├── hooks.py │ ├── launch.py │ └── train_loop.py ├── evaluation │ ├── __init__.py │ ├── cityscapes_evaluation.py │ ├── coco_evaluation.py │ ├── evaluator.py │ ├── fast_eval_api.py │ ├── lvis_evaluation.py │ ├── panoptic_evaluation.py │ ├── pascal_voc_evaluation.py │ ├── rotated_coco_evaluation.py │ ├── sem_seg_evaluation.py │ └── testing.py ├── export │ ├── README.md │ ├── __init__.py │ ├── api.py │ ├── c10.py │ ├── caffe2_export.py │ ├── caffe2_inference.py │ ├── caffe2_modeling.py │ ├── patcher.py │ ├── shared.py │ └── torchscript.py ├── layers │ ├── __init__.py │ ├── aspp.py │ ├── batch_norm.py │ ├── blocks.py │ ├── csrc │ │ ├── README.md │ │ ├── ROIAlign │ │ │ ├── ROIAlign.h │ │ │ ├── ROIAlign_cpu.cpp │ │ │ └── ROIAlign_cuda.cu │ │ ├── ROIAlignRotated │ │ │ ├── ROIAlignRotated.h │ │ │ ├── ROIAlignRotated_cpu.cpp │ │ │ └── ROIAlignRotated_cuda.cu │ │ ├── box_iou_rotated │ │ │ ├── box_iou_rotated.h │ │ │ ├── box_iou_rotated_cpu.cpp │ │ │ ├── box_iou_rotated_cuda.cu │ │ │ └── box_iou_rotated_utils.h │ │ ├── cocoeval │ │ │ ├── cocoeval.cpp │ │ │ └── cocoeval.h │ │ ├── cuda_version.cu │ │ ├── deformable │ │ │ ├── deform_conv.h │ │ │ ├── deform_conv_cuda.cu │ │ │ └── deform_conv_cuda_kernel.cu │ │ ├── nms_rotated │ │ │ ├── nms_rotated.h │ │ │ ├── nms_rotated_cpu.cpp │ │ │ └── nms_rotated_cuda.cu │ │ └── vision.cpp │ ├── deform_conv.py │ ├── mask_ops.py │ ├── nms.py │ ├── roi_align.py │ ├── roi_align_rotated.py │ ├── rotated_boxes.py │ ├── shape_spec.py │ └── wrappers.py ├── model_zoo │ ├── __init__.py │ ├── configs │ └── model_zoo.py ├── modeling │ ├── __init__.py │ ├── anchor_generator.py │ ├── backbone │ │ ├── __init__.py │ │ ├── backbone.py │ │ ├── build.py │ │ ├── fpn.py │ │ └── resnet.py │ ├── box_regression.py │ ├── matcher.py │ ├── meta_arch │ │ ├── __init__.py │ │ ├── build.py │ │ ├── panoptic_fpn.py │ │ ├── rcnn.py │ │ ├── retinanet.py │ │ └── semantic_seg.py │ ├── poolers.py │ ├── postprocessing.py │ ├── proposal_generator │ │ ├── __init__.py │ │ ├── build.py │ │ ├── proposal_utils.py │ │ ├── rpn.py │ │ └── rrpn.py │ ├── roi_heads │ │ ├── __init__.py │ │ ├── box_head.py │ │ ├── cascade_rcnn.py │ │ ├── fast_rcnn.py │ │ ├── keypoint_head.py │ │ ├── mask_head.py │ │ ├── roi_heads.py │ │ └── rotated_fast_rcnn.py │ ├── sampling.py │ └── test_time_augmentation.py ├── solver │ ├── __init__.py │ ├── build.py │ └── lr_scheduler.py ├── structures │ ├── __init__.py │ ├── boxes.py │ ├── image_list.py │ ├── instances.py │ ├── keypoints.py │ ├── masks.py │ └── rotated_boxes.py └── utils │ ├── README.md │ ├── __init__.py │ ├── analysis.py │ ├── collect_env.py │ ├── colormap.py │ ├── comm.py │ ├── env.py │ ├── events.py │ ├── file_io.py │ ├── logger.py │ ├── memory.py │ ├── registry.py │ ├── serialize.py │ ├── video_visualizer.py │ └── visualizer.py ├── docs └── TRAIN_FULL.md ├── lvc ├── __init__.py ├── checkpoint │ ├── __init__.py │ ├── catalog.py │ └── detection_checkpoint.py ├── config │ ├── __init__.py │ ├── compat.py │ ├── config.py │ └── defaults.py ├── data │ ├── __init__.py │ ├── build.py │ ├── build_exem.py │ ├── build_rpn.py │ ├── builtin.py │ ├── builtin_meta.py │ ├── cluster │ │ ├── __init__.py │ │ └── clustering.py │ ├── common_rpn.py │ ├── dataset_mapper.py │ ├── detection_utils.py │ ├── lvis_v0_5_categories.py │ ├── meta_coco.py │ ├── meta_lvis.py │ ├── meta_pascal_voc.py │ ├── mosaic.py │ ├── rpn_coco.py │ ├── samplers.py │ └── utils.py ├── engine │ ├── __init__.py │ ├── defaults.py │ └── hooks.py ├── evaluation │ ├── __init__.py │ ├── coco_evaluation.py │ ├── evaluator.py │ ├── lvis_evaluation.py │ ├── pascal_voc_evaluation.py │ ├── rpn_evaluation.py │ └── testing.py ├── model_zoo │ ├── __init__.py │ └── model_zoo.py └── modeling │ ├── __init__.py │ ├── backbone │ ├── __init__.py │ └── swin_transformer.py │ ├── meta_arch │ ├── __init__.py │ ├── build.py │ ├── gdl.py │ ├── rcnn.py │ └── rpn_comp.py │ ├── proposal_generator │ ├── __init__.py │ ├── rbg.py │ └── rpn.py │ ├── roi_heads │ ├── __init__.py │ ├── box_head.py │ ├── cascade_rcnn.py │ ├── fast_rcnn.py │ ├── fast_rcnn_debug.py │ ├── roi_heads.py │ └── roi_heads_cascade.py │ └── sampling.py ├── requirements.txt ├── scripts └── coco_full_run.sh ├── setup.cfg ├── setup.py └── tools ├── ckpt_surgery.py ├── combine_pseudo_with_ignore.py ├── combine_qe_with_base.py ├── combine_ubbr_with_qe.py ├── create_coco_dataset_from_dets_all.py ├── run_nearest_neighbours.py ├── train_net.py ├── train_net_qe_ig.py ├── train_net_reg.py └── train_net_reg_qe.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prannaykaul/lvc/HEAD/LICENSE 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