├── .gitignore ├── LICENSE ├── README.md ├── configs ├── deformable_mask_head │ ├── deformable_mask_head_R_101.yaml │ ├── deformable_mask_head_R_50.yaml │ └── deformable_mask_head_SwinL.yaml └── devis │ ├── OVIS │ ├── devis_R_50_OVIS.yaml │ └── devis_Swin_L_OVIS.yaml │ ├── YT-19 │ ├── devis_R_50_YT-19.yaml │ └── devis_Swin_L_YT-19.yaml │ ├── YT-21 │ ├── devis_R_50_YT-21.yaml │ └── devis_Swin_L_YT-21.yaml │ ├── ablations │ ├── devis_ablation0_deformable_vistr.yaml │ ├── devis_ablation1_deformable_vistr_wo_temp_conn.yaml │ ├── devis_ablation2-5_single-scale_wo_temp_conn.yaml │ ├── devis_ablation2_single-scale.yaml │ ├── devis_ablation3_increased-spatial-inputs.yaml │ ├── devis_ablation4_instance-aware.yaml │ ├── devis_ablation5_multi-scale_mask-head.yaml │ └── devis_ablation6_TEST_multi-cue_tracking.yaml │ └── devis_R_50_visualization_YT-21.yaml ├── docs ├── INSTALL.md ├── TRAIN.md ├── attention_maps.png ├── devis_method.png ├── fish.gif └── surfer.gif ├── main.py ├── requirements.txt ├── src ├── __init__.py ├── config.py ├── datasets │ ├── __init__.py │ ├── coco.py │ ├── coco_eval.py │ ├── coco_joint_vis.py │ ├── coco_panoptic.py │ ├── coco_transforms.py │ ├── image_to_seq_augmenter.py │ ├── panoptic_eval.py │ ├── vis.py │ └── vis_transforms.py ├── engine.py ├── models │ ├── __init__.py │ ├── backbone.py │ ├── criterion.py │ ├── deformable_detr.py │ ├── deformable_segmentation.py │ ├── deformable_transformer.py │ ├── devis_ablation_transformer_wo_t_conn.py │ ├── devis_segmentation.py │ ├── devis_transformer.py │ ├── matcher.py │ ├── ops │ │ ├── .gitignore │ │ ├── functions │ │ │ ├── __init__.py │ │ │ └── ms_deform_attn_func.py │ │ ├── make.sh │ │ ├── modules │ │ │ ├── __init__.py │ │ │ └── ms_deform_attn.py │ │ ├── setup.py │ │ ├── src │ │ │ ├── cpu │ │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ │ └── ms_deform_attn_cpu.h │ │ │ ├── cuda │ │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ │ ├── ms_deform_attn_cuda.h │ │ │ │ └── ms_deform_im2col_cuda.cuh │ │ │ ├── ms_deform_attn.h │ │ │ └── vision.cpp │ │ └── test.py │ ├── position_encoding.py │ ├── swin_backbone.py │ └── tracker.py ├── trackeval │ ├── __init__.py │ ├── _timing.py │ ├── baselines │ │ ├── __init__.py │ │ ├── baseline_utils.py │ │ ├── non_overlap.py │ │ ├── pascal_colormap.py │ │ ├── stp.py │ │ ├── thresholder.py │ │ └── vizualize.py │ ├── datasets │ │ ├── __init__.py │ │ ├── _base_dataset.py │ │ ├── bdd100k.py │ │ ├── davis.py │ │ ├── head_tracking_challenge.py │ │ ├── kitti_2d_box.py │ │ ├── kitti_mots.py │ │ ├── mot_challenge_2d_box.py │ │ ├── mots_challenge.py │ │ ├── occluded_vis.py │ │ ├── rob_mots.py │ │ ├── rob_mots_classmap.py │ │ ├── run_rob_mots.py │ │ ├── tao.py │ │ └── youtube_vis.py │ ├── eval.py │ ├── metrics │ │ ├── __init__.py │ │ ├── _base_metric.py │ │ ├── clear.py │ │ ├── count.py │ │ ├── hota.py │ │ ├── identity.py │ │ ├── ideucl.py │ │ ├── j_and_f.py │ │ ├── track_map.py │ │ └── vace.py │ ├── plotting.py │ └── utils.py └── util │ ├── __init__.py │ ├── att_maps_viz.py │ ├── box_ops.py │ ├── mask_ops.py │ ├── misc.py │ ├── visdom_vis.py │ ├── viz_utils.py │ └── weights_loading_utils.py ├── visualize_att_maps.py ├── visualize_dataset.py └── weights └── .gitignore /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/acaelles97/DeVIS/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/acaelles97/DeVIS/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/acaelles97/DeVIS/HEAD/README.md -------------------------------------------------------------------------------- /configs/deformable_mask_head/deformable_mask_head_R_101.yaml: 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