├── .gitignore ├── INSTALL.md ├── LICENSE ├── README.md ├── configs └── coco │ └── instance-segmentation │ ├── Fast-COCO-InstanceSegmentation.yaml │ ├── fastinst_R101_ppm-fpn_x3_640.yaml │ ├── fastinst_R50-vd-dcn_ppm-fpn_x1_576.yaml │ ├── fastinst_R50-vd-dcn_ppm-fpn_x3_640.yaml │ ├── fastinst_R50_ppm-fpn_x1_576.yaml │ └── fastinst_R50_ppm-fpn_x3_640.yaml ├── datasets ├── README.md ├── ade20k_instance_catid_mapping.txt ├── ade20k_instance_imgCatIds.json ├── prepare_ade20k_ins_seg.py ├── prepare_ade20k_pan_seg.py ├── prepare_ade20k_sem_seg.py └── prepare_coco_semantic_annos_from_panoptic_annos.py ├── demo ├── demo.py └── predictor.py ├── fastinst ├── __init__.py ├── config.py ├── data │ ├── __init__.py │ ├── dataset_mappers │ │ ├── __init__.py │ │ ├── coco_instance_new_baseline_dataset_mapper.py │ │ ├── coco_panoptic_new_baseline_dataset_mapper.py │ │ ├── fastinst_instance_dataset_mapper.py │ │ ├── mask_former_panoptic_dataset_mapper.py │ │ └── mask_former_semantic_dataset_mapper.py │ └── datasets │ │ ├── __init__.py │ │ ├── register_ade20k_full.py │ │ ├── register_ade20k_instance.py │ │ ├── register_ade20k_panoptic.py │ │ ├── register_coco_panoptic_annos_semseg.py │ │ └── register_coco_stuff_10k.py ├── evaluation │ ├── __init__.py │ └── instance_evaluation.py ├── fastinst.py ├── modeling │ ├── __init__.py │ ├── backbone │ │ ├── __init__.py │ │ └── resnet.py │ ├── criterion.py │ ├── matcher.py │ ├── meta_arch │ │ ├── __init__.py │ │ └── fastinst_head.py │ ├── pixel_decoder │ │ ├── __init__.py │ │ └── fastinst_encoder.py │ └── transformer_decoder │ │ ├── __init__.py │ │ ├── fastinst_decoder.py │ │ └── utils.py ├── test_time_augmentation.py └── utils │ ├── __init__.py │ └── misc.py ├── figures ├── fastinst.png └── trade-off.png ├── requirements.txt ├── tools ├── README.md ├── analyze_model.py ├── convert-pretrained-swin-model-to-d2.py ├── convert-timm-to-d2.py ├── convert-torchvision-to-d2.py ├── evaluate_coco_boundary_ap.py └── 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