├── .DS_Store ├── .github └── workflows │ └── codeql.yml ├── README.md ├── SDT_V3 ├── .DS_Store ├── Classification │ ├── .DS_Store │ ├── Model_Base │ │ ├── .DS_Store │ │ ├── Train_Base.md │ │ ├── engine_finetune.py │ │ ├── main_finetune.py │ │ ├── models.py │ │ └── util │ │ │ ├── .DS_Store │ │ │ ├── __pycache__ │ │ │ ├── datasets.cpython-310.pyc │ │ │ ├── kd_loss.cpython-310.pyc │ │ │ ├── lr_decay_spikformer.cpython-310.pyc │ │ │ ├── lr_sched.cpython-310.pyc │ │ │ ├── misc.cpython-310.pyc │ │ │ └── samplers.cpython-310.pyc │ │ │ ├── crop.py │ │ │ ├── datasets.py │ │ │ ├── kd_loss.py │ │ │ ├── lars.py │ │ │ ├── lr_decay.py │ │ │ ├── lr_decay_spikformer.py │ │ │ ├── lr_sched.py │ │ │ ├── misc.py │ │ │ ├── pos_embed.py │ │ │ └── samplers.py │ └── Model_Large │ │ ├── MAE_SDT.py │ │ ├── Train_Large.md │ │ ├── __pycache__ │ │ └── encoder.cpython-310.pyc │ │ ├── encoder.py │ │ ├── engine_finetune.py │ │ ├── engine_pretrain.py │ │ ├── main_finetune.py │ │ ├── main_pretrain.py │ │ ├── metaformer.py │ │ ├── spikformer.py │ │ └── util │ │ ├── __pycache__ │ │ └── pos_embed.cpython-310.pyc │ │ ├── crop.py │ │ ├── datasets.py │ │ ├── kd_loss.py │ │ ├── lars.py │ │ ├── loss.py │ │ ├── lr_decay.py │ │ ├── lr_decay_spikformer.py │ │ ├── lr_sched.py │ │ ├── misc.py │ │ └── pos_embed.py ├── DVS │ ├── .DS_Store │ └── Hardvs │ │ ├── Qtrick_architecture │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-39.pyc │ │ └── clock_driven │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── base.cpython-39.pyc │ │ │ ├── configure.cpython-39.pyc │ │ │ ├── cu_kernel_opt.cpython-39.pyc │ │ │ ├── lava_exchange.cpython-39.pyc │ │ │ ├── neuron.cpython-39.pyc │ │ │ ├── neuron_kernel.cpython-39.pyc │ │ │ └── surrogate.cpython-39.pyc │ │ │ ├── ann2snn │ │ │ ├── __init__.py │ │ │ ├── converter.py │ │ │ ├── examples │ │ │ │ ├── __init__.py │ │ │ │ ├── cnn_mnist.py │ │ │ │ └── resnet18_cifar10.py │ │ │ ├── modules.py │ │ │ └── utils.py │ │ │ ├── base.py │ │ │ ├── configure.py │ │ │ ├── cu_kernel_opt.py │ │ │ ├── encoding.py │ │ │ ├── examples │ │ │ ├── A2C.py │ │ │ ├── DQN_state.py │ │ │ ├── E_Spikingformer.py │ │ │ ├── PPO.py │ │ │ ├── Spiking_A2C.py │ │ │ ├── Spiking_DQN_state.py │ │ │ ├── Spiking_PPO.py │ │ │ ├── __init__.py │ │ │ ├── cifar10_r11_enabling_spikebased_backpropagation.py │ │ │ ├── classify_dvsg.py │ │ │ ├── common │ │ │ │ ├── __init__.py │ │ │ │ └── multiprocessing_env.py │ │ │ ├── conv_fashion_mnist.py │ │ │ ├── dqn_cart_pole.py │ │ │ ├── lif_fc_mnist.py │ │ │ ├── rsnn_sequential_fmnist.py │ │ │ ├── speechcommands.py │ │ │ ├── spiking_lstm_sequential_mnist.py │ │ │ └── spiking_lstm_text.py │ │ │ ├── functional.py │ │ │ ├── lava_exchange.py │ │ │ ├── layer.py │ │ │ ├── model │ │ │ ├── __init__.py │ │ │ ├── parametric_lif_net.py │ │ │ ├── sew_resnet.py │ │ │ ├── spiking_resnet.py │ │ │ ├── spiking_vgg.py │ │ │ ├── train_classify.py │ │ │ └── train_imagenet.py │ │ │ ├── monitor.py │ │ │ ├── neuron.py │ │ │ ├── neuron_kernel.py │ │ │ ├── rnn.py │ │ │ ├── spike_op.py │ │ │ ├── surrogate.py │ │ │ └── tensor_cache.py │ │ ├── Readme.md │ │ ├── __pycache__ │ │ ├── engine_finetune.cpython-39.pyc │ │ ├── engine_finetune_firing_num.cpython-39.pyc │ │ ├── hardvs_dataset1.cpython-39.pyc │ │ ├── lion.cpython-39.pyc │ │ ├── models.cpython-39.pyc │ │ ├── models_CAspikformer.cpython-39.pyc │ │ ├── models_Q_scaling_dvs.cpython-39.pyc │ │ └── models_Q_scaling_dvs_for_firing_num.cpython-39.pyc │ │ ├── dataset │ │ └── hardvs_dataset.py │ │ ├── dict_to_csv.py │ │ ├── dvs_gait_gesture_utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── dvs_gait.cpython-39.pyc │ │ │ ├── dvs_gesture.cpython-39.pyc │ │ │ ├── events_timeslices.cpython-39.pyc │ │ │ └── transforms.cpython-39.pyc │ │ ├── dvs_gait.py │ │ ├── dvs_gesture.py │ │ ├── event_drop.py │ │ ├── events_timeslices.py │ │ └── transforms.py │ │ ├── dvs_utils │ │ ├── _init_.py │ │ ├── cifar10_dvs_loader.py │ │ ├── dvs_augment.py │ │ └── dvs_utils.py │ │ ├── engine_finetune.py │ │ ├── engine_finetune_firing_num.py │ │ ├── firing.sh │ │ ├── firing_num_dvs.py │ │ ├── hardvs_dataset1.py │ │ ├── lion.py │ │ ├── main_finetune.py │ │ ├── models.py │ │ ├── models_Q_scaling_dvs.py │ │ ├── models_Q_scaling_dvs_for_firing_num.py │ │ ├── train.sh │ │ ├── util │ │ ├── __pycache__ │ │ │ ├── datasets.cpython-39.pyc │ │ │ ├── lr_decay_spikformer.cpython-39.pyc │ │ │ ├── lr_sched.cpython-39.pyc │ │ │ └── misc.cpython-39.pyc │ │ ├── crop.py │ │ ├── datasets.py │ │ ├── hardvs_stat.py │ │ ├── lars.py │ │ ├── lr_decay.py │ │ ├── lr_decay_spikformer.py │ │ ├── lr_sched.py │ │ ├── misc.py │ │ └── pos_embed.py │ │ └── val.sh ├── Detection │ ├── .owners.yml │ ├── .pre-commit-config-zh-cn.yaml │ ├── .pre-commit-config.yaml │ ├── .readthedocs.yml │ ├── CITATION.cff │ ├── LICENSE │ ├── MANIFEST.in │ ├── Readme.md │ ├── __init__.py │ ├── configs │ │ ├── _base_ │ │ │ ├── datasets │ │ │ │ ├── ade20k_instance.py │ │ │ │ ├── ade20k_panoptic.py │ │ │ │ ├── ade20k_semantic.py │ │ │ │ ├── cityscapes_detection.py │ │ │ │ ├── cityscapes_instance.py │ │ │ │ ├── coco_caption.py │ │ │ │ ├── coco_detection.py │ │ │ │ ├── coco_instance.py │ │ │ │ ├── coco_instance_semantic.py │ │ │ │ ├── coco_panoptic.py │ │ │ │ ├── coco_semantic.py │ │ │ │ ├── deepfashion.py │ │ │ │ ├── dsdl.py │ │ │ │ ├── isaid_instance.py │ │ │ │ ├── lvis_v0.5_instance.py │ │ │ │ ├── lvis_v1_instance.py │ │ │ │ ├── mot_challenge.py │ │ │ │ ├── mot_challenge_det.py │ │ │ │ ├── mot_challenge_reid.py │ │ │ │ ├── objects365v1_detection.py │ │ │ │ ├── objects365v2_detection.py │ │ │ │ ├── openimages_detection.py │ │ │ │ ├── refcoco+.py │ │ │ │ ├── refcoco.py │ │ │ │ ├── refcocog.py │ │ │ │ ├── semi_coco_detection.py │ │ │ │ ├── voc0712.py │ │ │ │ ├── wider_face.py │ │ │ │ └── youtube_vis.py │ │ │ ├── default_runtime.py │ │ │ ├── models │ │ │ │ ├── cascade-mask-rcnn_r50_fpn.py │ │ │ │ ├── cascade-rcnn_r50_fpn.py │ │ │ │ ├── fast-rcnn_r50_fpn.py │ │ │ │ ├── faster-rcnn_r50-caffe-c4.py │ │ │ │ ├── faster-rcnn_r50-caffe-dc5.py │ │ │ │ ├── faster-rcnn_r50_fpn.py │ │ │ │ ├── mask-rcnn_pvt_fpn.py │ │ │ │ ├── mask-rcnn_r18_fpn.py │ │ │ │ ├── mask-rcnn_r34_fpn.py │ │ │ │ ├── mask-rcnn_r50-caffe-c4.py │ │ │ │ ├── mask-rcnn_r50_fpn.py │ │ │ │ ├── retinanet_r50_fpn.py │ │ │ │ ├── rpn_r50-caffe-c4.py │ │ │ │ ├── rpn_r50_fpn.py │ │ │ │ └── ssd300.py │ │ │ └── schedules │ │ │ │ ├── schedule_1x.py │ │ │ │ ├── schedule_20e.py │ │ │ │ └── schedule_2x.py │ │ ├── sdeformer_mask_rcnn │ │ │ ├── cascade_mask-rcnn_sdeformer_fpn_1x_coco.py │ │ │ ├── mask-rcnn_sdeformer-s_fpn_1x_coco.py │ │ │ ├── mask-rcnn_sdeformer_fpn_1x_coco.py │ │ │ └── retina_sdt-t_fpn_1x_coco.py │ │ └── sdt_mask_rcnn │ │ │ ├── cascade_mask-rcnn_sdt-t_fpn_1x_coco.py │ │ │ ├── mask-rcnn_sdt-t_fpn_1x_coco.py │ │ │ ├── mask-rcnn_sdt-t_fpn_1x_coco_before.py │ │ │ └── retina_sdt-t_fpn_1x_coco.py │ ├── dataset-index.yml │ ├── mmdet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── registry.cpython-310.pyc │ │ │ ├── registry.cpython-38.pyc │ │ │ ├── version.cpython-310.pyc │ │ │ └── version.cpython-38.pyc │ │ ├── apis │ │ │ ├── __init__.py │ │ │ ├── det_inferencer.py │ │ │ └── inference.py │ │ ├── configs │ │ │ ├── _base_ │ │ │ │ ├── datasets │ │ │ │ │ ├── coco_detection.py │ │ │ │ │ ├── coco_instance.py │ │ │ │ │ ├── coco_instance_semantic.py │ │ │ │ │ └── coco_panoptic.py │ │ │ │ ├── default_runtime.py │ │ │ │ ├── models │ │ │ │ │ ├── cascade_mask_rcnn_r50_fpn.py │ │ │ │ │ ├── cascade_rcnn_r50_fpn.py │ │ │ │ │ ├── faster_rcnn_r50_fpn.py │ │ │ │ │ ├── mask_rcnn_r50_fpn.py │ │ │ │ │ └── retinanet_r50_fpn.py │ │ │ │ └── schedules │ │ │ │ │ └── schedule_1x.py │ │ │ ├── cascade_rcnn │ │ │ │ ├── cascade_mask_rcnn_r50_fpn_1x_coco.py │ │ │ │ └── cascade_rcnn_r50_fpn_1x_coco.py │ │ │ ├── faster_rcnn │ │ │ │ └── faster_rcnn_r50_fpn_1x_coco.py │ │ │ ├── mask_rcnn │ │ │ │ └── mask_rcnn_r50_fpn_1x_coco.py │ │ │ ├── panoptic_fpn │ │ │ │ └── panoptic_fpn_r50_fpn_1x_coco.py │ │ │ ├── retinanet │ │ │ │ ├── retinanet_r50_fpn_1x_coco.py │ │ │ │ └── retinanet_tta.py │ │ │ └── rtmdet │ │ │ │ ├── rtmdet_l_8xb32_300e_coco.py │ │ │ │ ├── rtmdet_s_8xb32_300e_coco.py │ │ │ │ └── rtmdet_tta.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── ade20k.cpython-310.pyc │ │ │ │ ├── ade20k.cpython-38.pyc │ │ │ │ ├── base_det_dataset.cpython-310.pyc │ │ │ │ ├── base_det_dataset.cpython-38.pyc │ │ │ │ ├── base_semseg_dataset.cpython-310.pyc │ │ │ │ ├── base_semseg_dataset.cpython-38.pyc │ │ │ │ ├── base_video_dataset.cpython-310.pyc │ │ │ │ ├── base_video_dataset.cpython-38.pyc │ │ │ │ ├── cityscapes.cpython-310.pyc │ │ │ │ ├── cityscapes.cpython-38.pyc │ │ │ │ ├── coco.cpython-310.pyc │ │ │ │ ├── coco.cpython-38.pyc │ │ │ │ ├── coco_caption.cpython-310.pyc │ │ │ │ ├── coco_caption.cpython-38.pyc │ │ │ │ ├── coco_panoptic.cpython-310.pyc │ │ │ │ ├── coco_panoptic.cpython-38.pyc │ │ │ │ ├── coco_semantic.cpython-310.pyc │ │ │ │ ├── coco_semantic.cpython-38.pyc │ │ │ │ ├── crowdhuman.cpython-310.pyc │ │ │ │ ├── crowdhuman.cpython-38.pyc │ │ │ │ ├── dataset_wrappers.cpython-310.pyc │ │ │ │ ├── dataset_wrappers.cpython-38.pyc │ │ │ │ ├── deepfashion.cpython-310.pyc │ │ │ │ ├── deepfashion.cpython-38.pyc │ │ │ │ ├── dsdl.cpython-310.pyc │ │ │ │ ├── dsdl.cpython-38.pyc │ │ │ │ ├── isaid.cpython-310.pyc │ │ │ │ ├── isaid.cpython-38.pyc │ │ │ │ ├── lvis.cpython-310.pyc │ │ │ │ ├── lvis.cpython-38.pyc │ │ │ │ ├── mot_challenge_dataset.cpython-310.pyc │ │ │ │ ├── mot_challenge_dataset.cpython-38.pyc │ │ │ │ ├── objects365.cpython-310.pyc │ │ │ │ ├── objects365.cpython-38.pyc │ │ │ │ ├── openimages.cpython-310.pyc │ │ │ │ ├── openimages.cpython-38.pyc │ │ │ │ ├── refcoco.cpython-310.pyc │ │ │ │ ├── refcoco.cpython-38.pyc │ │ │ │ ├── reid_dataset.cpython-310.pyc │ │ │ │ ├── reid_dataset.cpython-38.pyc │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ ├── utils.cpython-38.pyc │ │ │ │ ├── voc.cpython-310.pyc │ │ │ │ ├── voc.cpython-38.pyc │ │ │ │ ├── wider_face.cpython-310.pyc │ │ │ │ ├── wider_face.cpython-38.pyc │ │ │ │ ├── xml_style.cpython-310.pyc │ │ │ │ ├── xml_style.cpython-38.pyc │ │ │ │ ├── youtube_vis_dataset.cpython-310.pyc │ │ │ │ └── youtube_vis_dataset.cpython-38.pyc │ │ │ ├── ade20k.py │ │ │ ├── api_wrappers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── coco_api.cpython-310.pyc │ │ │ │ │ └── coco_api.cpython-38.pyc │ │ │ │ └── coco_api.py │ │ │ ├── base_det_dataset.py │ │ │ ├── base_semseg_dataset.py │ │ │ ├── base_video_dataset.py │ │ │ ├── cityscapes.py │ │ │ ├── coco.py │ │ │ ├── coco_caption.py │ │ │ ├── coco_panoptic.py │ │ │ ├── coco_semantic.py │ │ │ ├── crowdhuman.py │ │ │ ├── dataset_wrappers.py │ │ │ ├── deepfashion.py │ │ │ ├── dsdl.py │ │ │ ├── isaid.py │ │ │ ├── lvis.py │ │ │ ├── mot_challenge_dataset.py │ │ │ ├── objects365.py │ │ │ ├── openimages.py │ │ │ ├── refcoco.py │ │ │ ├── reid_dataset.py │ │ │ ├── samplers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── batch_sampler.cpython-310.pyc │ │ │ │ │ ├── batch_sampler.cpython-38.pyc │ │ │ │ │ ├── class_aware_sampler.cpython-310.pyc │ │ │ │ │ ├── class_aware_sampler.cpython-38.pyc │ │ │ │ │ ├── multi_source_sampler.cpython-310.pyc │ │ │ │ │ ├── multi_source_sampler.cpython-38.pyc │ │ │ │ │ ├── track_img_sampler.cpython-310.pyc │ │ │ │ │ └── track_img_sampler.cpython-38.pyc │ │ │ │ ├── batch_sampler.py │ │ │ │ ├── class_aware_sampler.py │ │ │ │ ├── multi_source_sampler.py │ │ │ │ └── track_img_sampler.py │ │ │ ├── transforms │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── augment_wrappers.cpython-310.pyc │ │ │ │ │ ├── augment_wrappers.cpython-38.pyc │ │ │ │ │ ├── colorspace.cpython-310.pyc │ │ │ │ │ ├── colorspace.cpython-38.pyc │ │ │ │ │ ├── formatting.cpython-310.pyc │ │ │ │ │ ├── formatting.cpython-38.pyc │ │ │ │ │ ├── frame_sampling.cpython-310.pyc │ │ │ │ │ ├── frame_sampling.cpython-38.pyc │ │ │ │ │ ├── geometric.cpython-310.pyc │ │ │ │ │ ├── geometric.cpython-38.pyc │ │ │ │ │ ├── instaboost.cpython-310.pyc │ │ │ │ │ ├── instaboost.cpython-38.pyc │ │ │ │ │ ├── loading.cpython-310.pyc │ │ │ │ │ ├── loading.cpython-38.pyc │ │ │ │ │ ├── transforms.cpython-310.pyc │ │ │ │ │ ├── transforms.cpython-38.pyc │ │ │ │ │ ├── wrappers.cpython-310.pyc │ │ │ │ │ └── wrappers.cpython-38.pyc │ │ │ │ ├── augment_wrappers.py │ │ │ │ ├── colorspace.py │ │ │ │ ├── formatting.py │ │ │ │ ├── frame_sampling.py │ │ │ │ ├── geometric.py │ │ │ │ ├── instaboost.py │ │ │ │ ├── loading.py │ │ │ │ ├── transforms.py │ │ │ │ └── wrappers.py │ │ │ ├── utils.py │ │ │ ├── voc.py │ │ │ ├── wider_face.py │ │ │ ├── xml_style.py │ │ │ └── youtube_vis_dataset.py │ │ ├── engine │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── __init__.cpython-38.pyc │ │ │ ├── hooks │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── checkloss_hook.cpython-310.pyc │ │ │ │ │ ├── checkloss_hook.cpython-38.pyc │ │ │ │ │ ├── mean_teacher_hook.cpython-310.pyc │ │ │ │ │ ├── mean_teacher_hook.cpython-38.pyc │ │ │ │ │ ├── memory_profiler_hook.cpython-310.pyc │ │ │ │ │ ├── memory_profiler_hook.cpython-38.pyc │ │ │ │ │ ├── num_class_check_hook.cpython-310.pyc │ │ │ │ │ ├── num_class_check_hook.cpython-38.pyc │ │ │ │ │ ├── pipeline_switch_hook.cpython-310.pyc │ │ │ │ │ ├── pipeline_switch_hook.cpython-38.pyc │ │ │ │ │ ├── set_epoch_info_hook.cpython-310.pyc │ │ │ │ │ ├── set_epoch_info_hook.cpython-38.pyc │ │ │ │ │ ├── sync_norm_hook.cpython-310.pyc │ │ │ │ │ ├── sync_norm_hook.cpython-38.pyc │ │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ │ ├── utils.cpython-38.pyc │ │ │ │ │ ├── visualization_hook.cpython-310.pyc │ │ │ │ │ ├── visualization_hook.cpython-38.pyc │ │ │ │ │ ├── yolox_mode_switch_hook.cpython-310.pyc │ │ │ │ │ └── yolox_mode_switch_hook.cpython-38.pyc │ │ │ │ ├── checkloss_hook.py │ │ │ │ ├── mean_teacher_hook.py │ │ │ │ ├── memory_profiler_hook.py │ │ │ │ ├── num_class_check_hook.py │ │ │ │ ├── pipeline_switch_hook.py │ │ │ │ ├── set_epoch_info_hook.py │ │ │ │ ├── sync_norm_hook.py │ │ │ │ ├── utils.py │ │ │ │ ├── visualization_hook.py │ │ │ │ └── yolox_mode_switch_hook.py │ │ │ ├── optimizers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── layer_decay_optimizer_constructor.cpython-310.pyc │ │ │ │ │ └── layer_decay_optimizer_constructor.cpython-38.pyc │ │ │ │ └── layer_decay_optimizer_constructor.py │ │ │ ├── runner │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── loops.cpython-310.pyc │ │ │ │ │ └── loops.cpython-38.pyc │ │ │ │ └── loops.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── quadratic_warmup.cpython-310.pyc │ │ │ │ └── quadratic_warmup.cpython-38.pyc │ │ │ │ └── quadratic_warmup.py │ │ ├── evaluation │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── __init__.cpython-38.pyc │ │ │ ├── functional │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── bbox_overlaps.cpython-310.pyc │ │ │ │ │ ├── bbox_overlaps.cpython-38.pyc │ │ │ │ │ ├── cityscapes_utils.cpython-310.pyc │ │ │ │ │ ├── cityscapes_utils.cpython-38.pyc │ │ │ │ │ ├── class_names.cpython-310.pyc │ │ │ │ │ ├── class_names.cpython-38.pyc │ │ │ │ │ ├── mean_ap.cpython-310.pyc │ │ │ │ │ ├── mean_ap.cpython-38.pyc │ │ │ │ │ ├── panoptic_utils.cpython-310.pyc │ │ │ │ │ ├── panoptic_utils.cpython-38.pyc │ │ │ │ │ ├── recall.cpython-310.pyc │ │ │ │ │ ├── recall.cpython-38.pyc │ │ │ │ │ ├── ytvis.cpython-310.pyc │ │ │ │ │ ├── ytvis.cpython-38.pyc │ │ │ │ │ ├── ytviseval.cpython-310.pyc │ │ │ │ │ └── ytviseval.cpython-38.pyc │ │ │ │ ├── bbox_overlaps.py │ │ │ │ ├── cityscapes_utils.py │ │ │ │ ├── class_names.py │ │ │ │ ├── mean_ap.py │ │ │ │ ├── panoptic_utils.py │ │ │ │ ├── recall.py │ │ │ │ ├── ytvis.py │ │ │ │ └── ytviseval.py │ │ │ └── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── base_video_metric.cpython-310.pyc │ │ │ │ ├── base_video_metric.cpython-38.pyc │ │ │ │ ├── cityscapes_metric.cpython-310.pyc │ │ │ │ ├── cityscapes_metric.cpython-38.pyc │ │ │ │ ├── coco_caption_metric.cpython-310.pyc │ │ │ │ ├── coco_caption_metric.cpython-38.pyc │ │ │ │ ├── coco_metric.cpython-310.pyc │ │ │ │ ├── coco_metric.cpython-38.pyc │ │ │ │ ├── coco_occluded_metric.cpython-310.pyc │ │ │ │ ├── coco_occluded_metric.cpython-38.pyc │ │ │ │ ├── coco_panoptic_metric.cpython-310.pyc │ │ │ │ ├── coco_panoptic_metric.cpython-38.pyc │ │ │ │ ├── coco_video_metric.cpython-310.pyc │ │ │ │ ├── coco_video_metric.cpython-38.pyc │ │ │ │ ├── crowdhuman_metric.cpython-310.pyc │ │ │ │ ├── crowdhuman_metric.cpython-38.pyc │ │ │ │ ├── dump_det_results.cpython-310.pyc │ │ │ │ ├── dump_det_results.cpython-38.pyc │ │ │ │ ├── dump_proposals_metric.cpython-310.pyc │ │ │ │ ├── dump_proposals_metric.cpython-38.pyc │ │ │ │ ├── lvis_metric.cpython-310.pyc │ │ │ │ ├── lvis_metric.cpython-38.pyc │ │ │ │ ├── mot_challenge_metric.cpython-310.pyc │ │ │ │ ├── mot_challenge_metric.cpython-38.pyc │ │ │ │ ├── openimages_metric.cpython-310.pyc │ │ │ │ ├── openimages_metric.cpython-38.pyc │ │ │ │ ├── refseg_metric.cpython-310.pyc │ │ │ │ ├── refseg_metric.cpython-38.pyc │ │ │ │ ├── reid_metric.cpython-310.pyc │ │ │ │ ├── reid_metric.cpython-38.pyc │ │ │ │ ├── semseg_metric.cpython-310.pyc │ │ │ │ ├── semseg_metric.cpython-38.pyc │ │ │ │ ├── voc_metric.cpython-310.pyc │ │ │ │ ├── voc_metric.cpython-38.pyc │ │ │ │ ├── youtube_vis_metric.cpython-310.pyc │ │ │ │ └── youtube_vis_metric.cpython-38.pyc │ │ │ │ ├── base_video_metric.py │ │ │ │ ├── cityscapes_metric.py │ │ │ │ ├── coco_caption_metric.py │ │ │ │ ├── coco_metric.py │ │ │ │ ├── coco_occluded_metric.py │ │ │ │ ├── coco_panoptic_metric.py │ │ │ │ ├── coco_video_metric.py │ │ │ │ ├── crowdhuman_metric.py │ │ │ │ ├── dump_det_results.py │ │ │ │ ├── dump_proposals_metric.py │ │ │ │ ├── lvis_metric.py │ │ │ │ ├── mot_challenge_metric.py │ │ │ │ ├── openimages_metric.py │ │ │ │ ├── refseg_metric.py │ │ │ │ ├── reid_metric.py │ │ │ │ ├── semseg_metric.py │ │ │ │ ├── voc_metric.py │ │ │ │ └── youtube_vis_metric.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── __init__.cpython-38.pyc │ │ │ ├── backbones │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── csp_darknet.cpython-310.pyc │ │ │ │ │ ├── csp_darknet.cpython-38.pyc │ │ │ │ │ ├── cspnext.cpython-310.pyc │ │ │ │ │ ├── cspnext.cpython-38.pyc │ │ │ │ │ ├── darknet.cpython-310.pyc │ │ │ │ │ ├── darknet.cpython-38.pyc │ │ │ │ │ ├── detectors_resnet.cpython-310.pyc │ │ │ │ │ ├── detectors_resnet.cpython-38.pyc │ │ │ │ │ ├── detectors_resnext.cpython-310.pyc │ │ │ │ │ ├── detectors_resnext.cpython-38.pyc │ │ │ │ │ ├── efficientnet.cpython-310.pyc │ │ │ │ │ ├── efficientnet.cpython-38.pyc │ │ │ │ │ ├── hourglass.cpython-310.pyc │ │ │ │ │ ├── hourglass.cpython-38.pyc │ │ │ │ │ ├── hrnet.cpython-310.pyc │ │ │ │ │ ├── hrnet.cpython-38.pyc │ │ │ │ │ ├── mobilenet_v2.cpython-310.pyc │ │ │ │ │ ├── mobilenet_v2.cpython-38.pyc │ │ │ │ │ ├── pvt.cpython-310.pyc │ │ │ │ │ ├── pvt.cpython-38.pyc │ │ │ │ │ ├── regnet.cpython-310.pyc │ │ │ │ │ ├── regnet.cpython-38.pyc │ │ │ │ │ ├── res2net.cpython-310.pyc │ │ │ │ │ ├── res2net.cpython-38.pyc │ │ │ │ │ ├── resnest.cpython-310.pyc │ │ │ │ │ ├── resnest.cpython-38.pyc │ │ │ │ │ ├── resnet.cpython-310.pyc │ │ │ │ │ ├── resnet.cpython-38.pyc │ │ │ │ │ ├── resnext.cpython-310.pyc │ │ │ │ │ ├── resnext.cpython-38.pyc │ │ │ │ │ ├── sdeformer.cpython-310.pyc │ │ │ │ │ ├── sdt.cpython-310.pyc │ │ │ │ │ ├── sdt.cpython-38.pyc │ │ │ │ │ ├── ssd_vgg.cpython-310.pyc │ │ │ │ │ ├── ssd_vgg.cpython-38.pyc │ │ │ │ │ ├── swin.cpython-310.pyc │ │ │ │ │ ├── swin.cpython-38.pyc │ │ │ │ │ ├── trident_resnet.cpython-310.pyc │ │ │ │ │ └── trident_resnet.cpython-38.pyc │ │ │ │ ├── csp_darknet.py │ │ │ │ ├── cspnext.py │ │ │ │ ├── darknet.py │ │ │ │ ├── detectors_resnet.py │ │ │ │ ├── detectors_resnext.py │ │ │ │ ├── efficientnet.py │ │ │ │ ├── hourglass.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── mobilenet_v2.py │ │ │ │ ├── pvt.py │ │ │ │ ├── regnet.py │ │ │ │ ├── res2net.py │ │ │ │ ├── resnest.py │ │ │ │ ├── resnet.py │ │ │ │ ├── resnext.py │ │ │ │ ├── sdeformer.py │ │ │ │ ├── sdt.py │ │ │ │ ├── sdt_before.py │ │ │ │ ├── ssd_vgg.py │ │ │ │ ├── swin.py │ │ │ │ └── trident_resnet.py │ │ │ ├── data_preprocessors │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── data_preprocessor.cpython-310.pyc │ │ │ │ │ ├── data_preprocessor.cpython-38.pyc │ │ │ │ │ ├── reid_data_preprocessor.cpython-310.pyc │ │ │ │ │ ├── reid_data_preprocessor.cpython-38.pyc │ │ │ │ │ ├── track_data_preprocessor.cpython-310.pyc │ │ │ │ │ └── track_data_preprocessor.cpython-38.pyc │ │ │ │ ├── data_preprocessor.py │ │ │ │ ├── reid_data_preprocessor.py │ │ │ │ ├── sdt.py │ │ │ │ └── track_data_preprocessor.py │ │ │ ├── dense_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── anchor_free_head.cpython-310.pyc │ │ │ │ │ ├── anchor_free_head.cpython-38.pyc │ │ │ │ │ ├── anchor_head.cpython-310.pyc │ │ │ │ │ ├── anchor_head.cpython-38.pyc │ │ │ │ │ ├── atss_head.cpython-310.pyc │ │ │ │ │ ├── atss_head.cpython-38.pyc │ │ │ │ │ ├── atss_vlfusion_head.cpython-310.pyc │ │ │ │ │ ├── atss_vlfusion_head.cpython-38.pyc │ │ │ │ │ ├── autoassign_head.cpython-310.pyc │ │ │ │ │ ├── autoassign_head.cpython-38.pyc │ │ │ │ │ ├── base_dense_head.cpython-310.pyc │ │ │ │ │ ├── base_dense_head.cpython-38.pyc │ │ │ │ │ ├── base_mask_head.cpython-310.pyc │ │ │ │ │ ├── base_mask_head.cpython-38.pyc │ │ │ │ │ ├── boxinst_head.cpython-310.pyc │ │ │ │ │ ├── boxinst_head.cpython-38.pyc │ │ │ │ │ ├── cascade_rpn_head.cpython-310.pyc │ │ │ │ │ ├── cascade_rpn_head.cpython-38.pyc │ │ │ │ │ ├── centernet_head.cpython-310.pyc │ │ │ │ │ ├── centernet_head.cpython-38.pyc │ │ │ │ │ ├── centernet_update_head.cpython-310.pyc │ │ │ │ │ ├── centernet_update_head.cpython-38.pyc │ │ │ │ │ ├── centripetal_head.cpython-310.pyc │ │ │ │ │ ├── centripetal_head.cpython-38.pyc │ │ │ │ │ ├── condinst_head.cpython-310.pyc │ │ │ │ │ ├── condinst_head.cpython-38.pyc │ │ │ │ │ ├── conditional_detr_head.cpython-310.pyc │ │ │ │ │ ├── conditional_detr_head.cpython-38.pyc │ │ │ │ │ ├── corner_head.cpython-310.pyc │ │ │ │ │ ├── corner_head.cpython-38.pyc │ │ │ │ │ ├── dab_detr_head.cpython-310.pyc │ │ │ │ │ ├── dab_detr_head.cpython-38.pyc │ │ │ │ │ ├── ddod_head.cpython-310.pyc │ │ │ │ │ ├── ddod_head.cpython-38.pyc │ │ │ │ │ ├── deformable_detr_head.cpython-310.pyc │ │ │ │ │ ├── deformable_detr_head.cpython-38.pyc │ │ │ │ │ ├── detr_head.cpython-310.pyc │ │ │ │ │ ├── detr_head.cpython-38.pyc │ │ │ │ │ ├── dino_head.cpython-310.pyc │ │ │ │ │ ├── dino_head.cpython-38.pyc │ │ │ │ │ ├── embedding_rpn_head.cpython-310.pyc │ │ │ │ │ ├── embedding_rpn_head.cpython-38.pyc │ │ │ │ │ ├── fcos_head.cpython-310.pyc │ │ │ │ │ ├── fcos_head.cpython-38.pyc │ │ │ │ │ ├── fovea_head.cpython-310.pyc │ │ │ │ │ ├── fovea_head.cpython-38.pyc │ │ │ │ │ ├── free_anchor_retina_head.cpython-310.pyc │ │ │ │ │ ├── free_anchor_retina_head.cpython-38.pyc │ │ │ │ │ ├── fsaf_head.cpython-310.pyc │ │ │ │ │ ├── fsaf_head.cpython-38.pyc │ │ │ │ │ ├── ga_retina_head.cpython-310.pyc │ │ │ │ │ ├── ga_retina_head.cpython-38.pyc │ │ │ │ │ ├── ga_rpn_head.cpython-310.pyc │ │ │ │ │ ├── ga_rpn_head.cpython-38.pyc │ │ │ │ │ ├── gfl_head.cpython-310.pyc │ │ │ │ │ ├── gfl_head.cpython-38.pyc │ │ │ │ │ ├── guided_anchor_head.cpython-310.pyc │ │ │ │ │ ├── guided_anchor_head.cpython-38.pyc │ │ │ │ │ ├── lad_head.cpython-310.pyc │ │ │ │ │ ├── lad_head.cpython-38.pyc │ │ │ │ │ ├── ld_head.cpython-310.pyc │ │ │ │ │ ├── ld_head.cpython-38.pyc │ │ │ │ │ ├── mask2former_head.cpython-310.pyc │ │ │ │ │ ├── mask2former_head.cpython-38.pyc │ │ │ │ │ ├── maskformer_head.cpython-310.pyc │ │ │ │ │ ├── maskformer_head.cpython-38.pyc │ │ │ │ │ ├── nasfcos_head.cpython-310.pyc │ │ │ │ │ ├── nasfcos_head.cpython-38.pyc │ │ │ │ │ ├── paa_head.cpython-310.pyc │ │ │ │ │ ├── paa_head.cpython-38.pyc │ │ │ │ │ ├── pisa_retinanet_head.cpython-310.pyc │ │ │ │ │ ├── pisa_retinanet_head.cpython-38.pyc │ │ │ │ │ ├── pisa_ssd_head.cpython-310.pyc │ │ │ │ │ ├── pisa_ssd_head.cpython-38.pyc │ │ │ │ │ ├── reppoints_head.cpython-310.pyc │ │ │ │ │ ├── reppoints_head.cpython-38.pyc │ │ │ │ │ ├── retina_head.cpython-310.pyc │ │ │ │ │ ├── retina_head.cpython-38.pyc │ │ │ │ │ ├── retina_sepbn_head.cpython-310.pyc │ │ │ │ │ ├── retina_sepbn_head.cpython-38.pyc │ │ │ │ │ ├── rpn_head.cpython-310.pyc │ │ │ │ │ ├── rpn_head.cpython-38.pyc │ │ │ │ │ ├── rtmdet_head.cpython-310.pyc │ │ │ │ │ ├── rtmdet_head.cpython-38.pyc │ │ │ │ │ ├── rtmdet_ins_head.cpython-310.pyc │ │ │ │ │ ├── rtmdet_ins_head.cpython-38.pyc │ │ │ │ │ ├── sabl_retina_head.cpython-310.pyc │ │ │ │ │ ├── sabl_retina_head.cpython-38.pyc │ │ │ │ │ ├── solo_head.cpython-310.pyc │ │ │ │ │ ├── solo_head.cpython-38.pyc │ │ │ │ │ ├── solov2_head.cpython-310.pyc │ │ │ │ │ ├── solov2_head.cpython-38.pyc │ │ │ │ │ ├── spike_retina_head.cpython-310.pyc │ │ │ │ │ ├── spike_retina_head.cpython-38.pyc │ │ │ │ │ ├── spike_rpn_head.cpython-310.pyc │ │ │ │ │ ├── spike_rpn_head.cpython-38.pyc │ │ │ │ │ ├── ssd_head.cpython-310.pyc │ │ │ │ │ ├── ssd_head.cpython-38.pyc │ │ │ │ │ ├── tood_head.cpython-310.pyc │ │ │ │ │ ├── tood_head.cpython-38.pyc │ │ │ │ │ ├── vfnet_head.cpython-310.pyc │ │ │ │ │ ├── vfnet_head.cpython-38.pyc │ │ │ │ │ ├── yolact_head.cpython-310.pyc │ │ │ │ │ ├── yolact_head.cpython-38.pyc │ │ │ │ │ ├── yolo_head.cpython-310.pyc │ │ │ │ │ ├── yolo_head.cpython-38.pyc │ │ │ │ │ ├── yolof_head.cpython-310.pyc │ │ │ │ │ ├── yolof_head.cpython-38.pyc │ │ │ │ │ ├── yolox_head.cpython-310.pyc │ │ │ │ │ └── yolox_head.cpython-38.pyc │ │ │ │ ├── anchor_free_head.py │ │ │ │ ├── anchor_head.py │ │ │ │ ├── atss_head.py │ │ │ │ ├── atss_vlfusion_head.py │ │ │ │ ├── autoassign_head.py │ │ │ │ ├── base_dense_head.py │ │ │ │ ├── base_mask_head.py │ │ │ │ ├── boxinst_head.py │ │ │ │ ├── cascade_rpn_head.py │ │ │ │ ├── centernet_head.py │ │ │ │ ├── centernet_update_head.py │ │ │ │ ├── centripetal_head.py │ │ │ │ ├── condinst_head.py │ │ │ │ ├── conditional_detr_head.py │ │ │ │ ├── corner_head.py │ │ │ │ ├── dab_detr_head.py │ │ │ │ ├── ddod_head.py │ │ │ │ ├── deformable_detr_head.py │ │ │ │ ├── dense_test_mixins.py │ │ │ │ ├── detr_head.py │ │ │ │ ├── dino_head.py │ │ │ │ ├── embedding_rpn_head.py │ │ │ │ ├── fcos_head.py │ │ │ │ ├── fovea_head.py │ │ │ │ ├── free_anchor_retina_head.py │ │ │ │ ├── fsaf_head.py │ │ │ │ ├── ga_retina_head.py │ │ │ │ ├── ga_rpn_head.py │ │ │ │ ├── gfl_head.py │ │ │ │ ├── guided_anchor_head.py │ │ │ │ ├── lad_head.py │ │ │ │ ├── ld_head.py │ │ │ │ ├── mask2former_head.py │ │ │ │ ├── maskformer_head.py │ │ │ │ ├── nasfcos_head.py │ │ │ │ ├── paa_head.py │ │ │ │ ├── pisa_retinanet_head.py │ │ │ │ ├── pisa_ssd_head.py │ │ │ │ ├── reppoints_head.py │ │ │ │ ├── retina_head.py │ │ │ │ ├── retina_sepbn_head.py │ │ │ │ ├── rpn_head.py │ │ │ │ ├── rtmdet_head.py │ │ │ │ ├── rtmdet_ins_head.py │ │ │ │ ├── sabl_retina_head.py │ │ │ │ ├── solo_head.py │ │ │ │ ├── solov2_head.py │ │ │ │ ├── spike_retina_head.py │ │ │ │ ├── spike_rpn_head.py │ │ │ │ ├── ssd_head.py │ │ │ │ ├── tood_head.py │ │ │ │ ├── vfnet_head.py │ │ │ │ ├── yolact_head.py │ │ │ │ ├── yolo_head.py │ │ │ │ ├── yolof_head.py │ │ │ │ └── yolox_head.py │ │ │ ├── detectors │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── atss.cpython-310.pyc │ │ │ │ │ ├── atss.cpython-38.pyc │ │ │ │ │ ├── autoassign.cpython-310.pyc │ │ │ │ │ ├── autoassign.cpython-38.pyc │ │ │ │ │ ├── base.cpython-310.pyc │ │ │ │ │ ├── base.cpython-38.pyc │ │ │ │ │ ├── base_detr.cpython-310.pyc │ │ │ │ │ ├── base_detr.cpython-38.pyc │ │ │ │ │ ├── boxinst.cpython-310.pyc │ │ │ │ │ ├── boxinst.cpython-38.pyc │ │ │ │ │ ├── cascade_rcnn.cpython-310.pyc │ │ │ │ │ ├── cascade_rcnn.cpython-38.pyc │ │ │ │ │ ├── centernet.cpython-310.pyc │ │ │ │ │ ├── centernet.cpython-38.pyc │ │ │ │ │ ├── condinst.cpython-310.pyc │ │ │ │ │ ├── condinst.cpython-38.pyc │ │ │ │ │ ├── conditional_detr.cpython-310.pyc │ │ │ │ │ ├── conditional_detr.cpython-38.pyc │ │ │ │ │ ├── cornernet.cpython-310.pyc │ │ │ │ │ ├── cornernet.cpython-38.pyc │ │ │ │ │ ├── crowddet.cpython-310.pyc │ │ │ │ │ ├── crowddet.cpython-38.pyc │ │ │ │ │ ├── d2_wrapper.cpython-310.pyc │ │ │ │ │ ├── d2_wrapper.cpython-38.pyc │ │ │ │ │ ├── dab_detr.cpython-310.pyc │ │ │ │ │ ├── dab_detr.cpython-38.pyc │ │ │ │ │ ├── ddod.cpython-310.pyc │ │ │ │ │ ├── ddod.cpython-38.pyc │ │ │ │ │ ├── deformable_detr.cpython-310.pyc │ │ │ │ │ ├── deformable_detr.cpython-38.pyc │ │ │ │ │ ├── detr.cpython-310.pyc │ │ │ │ │ ├── detr.cpython-38.pyc │ │ │ │ │ ├── dino.cpython-310.pyc │ │ │ │ │ ├── dino.cpython-38.pyc │ │ │ │ │ ├── fast_rcnn.cpython-310.pyc │ │ │ │ │ ├── fast_rcnn.cpython-38.pyc │ │ │ │ │ ├── faster_rcnn.cpython-310.pyc │ │ │ │ │ ├── faster_rcnn.cpython-38.pyc │ │ │ │ │ ├── fcos.cpython-310.pyc │ │ │ │ │ ├── fcos.cpython-38.pyc │ │ │ │ │ ├── fovea.cpython-310.pyc │ │ │ │ │ ├── fovea.cpython-38.pyc │ │ │ │ │ ├── fsaf.cpython-310.pyc │ │ │ │ │ ├── fsaf.cpython-38.pyc │ │ │ │ │ ├── gfl.cpython-310.pyc │ │ │ │ │ ├── gfl.cpython-38.pyc │ │ │ │ │ ├── glip.cpython-310.pyc │ │ │ │ │ ├── glip.cpython-38.pyc │ │ │ │ │ ├── grid_rcnn.cpython-310.pyc │ │ │ │ │ ├── grid_rcnn.cpython-38.pyc │ │ │ │ │ ├── htc.cpython-310.pyc │ │ │ │ │ ├── htc.cpython-38.pyc │ │ │ │ │ ├── kd_one_stage.cpython-310.pyc │ │ │ │ │ ├── kd_one_stage.cpython-38.pyc │ │ │ │ │ ├── lad.cpython-310.pyc │ │ │ │ │ ├── lad.cpython-38.pyc │ │ │ │ │ ├── mask2former.cpython-310.pyc │ │ │ │ │ ├── mask2former.cpython-38.pyc │ │ │ │ │ ├── mask_rcnn.cpython-310.pyc │ │ │ │ │ ├── mask_rcnn.cpython-38.pyc │ │ │ │ │ ├── mask_scoring_rcnn.cpython-310.pyc │ │ │ │ │ ├── mask_scoring_rcnn.cpython-38.pyc │ │ │ │ │ ├── maskformer.cpython-310.pyc │ │ │ │ │ ├── maskformer.cpython-38.pyc │ │ │ │ │ ├── nasfcos.cpython-310.pyc │ │ │ │ │ ├── nasfcos.cpython-38.pyc │ │ │ │ │ ├── paa.cpython-310.pyc │ │ │ │ │ ├── paa.cpython-38.pyc │ │ │ │ │ ├── panoptic_fpn.cpython-310.pyc │ │ │ │ │ ├── panoptic_fpn.cpython-38.pyc │ │ │ │ │ ├── panoptic_two_stage_segmentor.cpython-310.pyc │ │ │ │ │ ├── panoptic_two_stage_segmentor.cpython-38.pyc │ │ │ │ │ ├── point_rend.cpython-310.pyc │ │ │ │ │ ├── point_rend.cpython-38.pyc │ │ │ │ │ ├── queryinst.cpython-310.pyc │ │ │ │ │ ├── queryinst.cpython-38.pyc │ │ │ │ │ ├── reppoints_detector.cpython-310.pyc │ │ │ │ │ ├── reppoints_detector.cpython-38.pyc │ │ │ │ │ ├── retinanet.cpython-310.pyc │ │ │ │ │ ├── retinanet.cpython-38.pyc │ │ │ │ │ ├── rpn.cpython-310.pyc │ │ │ │ │ ├── rpn.cpython-38.pyc │ │ │ │ │ ├── rtmdet.cpython-310.pyc │ │ │ │ │ ├── rtmdet.cpython-38.pyc │ │ │ │ │ ├── scnet.cpython-310.pyc │ │ │ │ │ ├── scnet.cpython-38.pyc │ │ │ │ │ ├── semi_base.cpython-310.pyc │ │ │ │ │ ├── semi_base.cpython-38.pyc │ │ │ │ │ ├── single_stage.cpython-310.pyc │ │ │ │ │ ├── single_stage.cpython-38.pyc │ │ │ │ │ ├── single_stage_instance_seg.cpython-310.pyc │ │ │ │ │ ├── single_stage_instance_seg.cpython-38.pyc │ │ │ │ │ ├── soft_teacher.cpython-310.pyc │ │ │ │ │ ├── soft_teacher.cpython-38.pyc │ │ │ │ │ ├── solo.cpython-310.pyc │ │ │ │ │ ├── solo.cpython-38.pyc │ │ │ │ │ ├── solov2.cpython-310.pyc │ │ │ │ │ ├── solov2.cpython-38.pyc │ │ │ │ │ ├── sparse_rcnn.cpython-310.pyc │ │ │ │ │ ├── sparse_rcnn.cpython-38.pyc │ │ │ │ │ ├── tood.cpython-310.pyc │ │ │ │ │ ├── tood.cpython-38.pyc │ │ │ │ │ ├── trident_faster_rcnn.cpython-310.pyc │ │ │ │ │ ├── trident_faster_rcnn.cpython-38.pyc │ │ │ │ │ ├── two_stage.cpython-310.pyc │ │ │ │ │ ├── two_stage.cpython-38.pyc │ │ │ │ │ ├── vfnet.cpython-310.pyc │ │ │ │ │ ├── vfnet.cpython-38.pyc │ │ │ │ │ ├── yolact.cpython-310.pyc │ │ │ │ │ ├── yolact.cpython-38.pyc │ │ │ │ │ ├── yolo.cpython-310.pyc │ │ │ │ │ ├── yolo.cpython-38.pyc │ │ │ │ │ ├── yolof.cpython-310.pyc │ │ │ │ │ ├── yolof.cpython-38.pyc │ │ │ │ │ ├── yolox.cpython-310.pyc │ │ │ │ │ └── yolox.cpython-38.pyc │ │ │ │ ├── atss.py │ │ │ │ ├── autoassign.py │ │ │ │ ├── base.py │ │ │ │ ├── base_detr.py │ │ │ │ ├── boxinst.py │ │ │ │ ├── cascade_rcnn.py │ │ │ │ ├── centernet.py │ │ │ │ ├── condinst.py │ │ │ │ ├── conditional_detr.py │ │ │ │ ├── cornernet.py │ │ │ │ ├── crowddet.py │ │ │ │ ├── d2_wrapper.py │ │ │ │ ├── dab_detr.py │ │ │ │ ├── ddod.py │ │ │ │ ├── deformable_detr.py │ │ │ │ ├── detr.py │ │ │ │ ├── dino.py │ │ │ │ ├── fast_rcnn.py │ │ │ │ ├── faster_rcnn.py │ │ │ │ ├── fcos.py │ │ │ │ ├── fovea.py │ │ │ │ ├── fsaf.py │ │ │ │ ├── gfl.py │ │ │ │ ├── glip.py │ │ │ │ ├── grid_rcnn.py │ │ │ │ ├── htc.py │ │ │ │ ├── kd_one_stage.py │ │ │ │ ├── lad.py │ │ │ │ ├── mask2former.py │ │ │ │ ├── mask_rcnn.py │ │ │ │ ├── mask_scoring_rcnn.py │ │ │ │ ├── maskformer.py │ │ │ │ ├── nasfcos.py │ │ │ │ ├── paa.py │ │ │ │ ├── panoptic_fpn.py │ │ │ │ ├── panoptic_two_stage_segmentor.py │ │ │ │ ├── point_rend.py │ │ │ │ ├── queryinst.py │ │ │ │ ├── reppoints_detector.py │ │ │ │ ├── retinanet.py │ │ │ │ ├── rpn.py │ │ │ │ ├── rtmdet.py │ │ │ │ ├── scnet.py │ │ │ │ ├── semi_base.py │ │ │ │ ├── single_stage.py │ │ │ │ ├── single_stage_instance_seg.py │ │ │ │ ├── soft_teacher.py │ │ │ │ ├── solo.py │ │ │ │ ├── solov2.py │ │ │ │ ├── sparse_rcnn.py │ │ │ │ ├── tood.py │ │ │ │ ├── trident_faster_rcnn.py │ │ │ │ ├── two_stage.py │ │ │ │ ├── vfnet.py │ │ │ │ ├── yolact.py │ │ │ │ ├── yolo.py │ │ │ │ ├── yolof.py │ │ │ │ └── yolox.py │ │ │ ├── language_models │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── bert.cpython-310.pyc │ │ │ │ │ └── bert.cpython-38.pyc │ │ │ │ └── bert.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── activations.cpython-310.pyc │ │ │ │ │ ├── activations.cpython-38.pyc │ │ │ │ │ ├── bbox_nms.cpython-310.pyc │ │ │ │ │ ├── bbox_nms.cpython-38.pyc │ │ │ │ │ ├── brick_wrappers.cpython-310.pyc │ │ │ │ │ ├── brick_wrappers.cpython-38.pyc │ │ │ │ │ ├── conv_upsample.cpython-310.pyc │ │ │ │ │ ├── conv_upsample.cpython-38.pyc │ │ │ │ │ ├── csp_layer.cpython-310.pyc │ │ │ │ │ ├── csp_layer.cpython-38.pyc │ │ │ │ │ ├── dropblock.cpython-310.pyc │ │ │ │ │ ├── dropblock.cpython-38.pyc │ │ │ │ │ ├── ema.cpython-310.pyc │ │ │ │ │ ├── ema.cpython-38.pyc │ │ │ │ │ ├── inverted_residual.cpython-310.pyc │ │ │ │ │ ├── inverted_residual.cpython-38.pyc │ │ │ │ │ ├── matrix_nms.cpython-310.pyc │ │ │ │ │ ├── matrix_nms.cpython-38.pyc │ │ │ │ │ ├── msdeformattn_pixel_decoder.cpython-310.pyc │ │ │ │ │ ├── msdeformattn_pixel_decoder.cpython-38.pyc │ │ │ │ │ ├── normed_predictor.cpython-310.pyc │ │ │ │ │ ├── normed_predictor.cpython-38.pyc │ │ │ │ │ ├── pixel_decoder.cpython-310.pyc │ │ │ │ │ ├── pixel_decoder.cpython-38.pyc │ │ │ │ │ ├── positional_encoding.cpython-310.pyc │ │ │ │ │ ├── positional_encoding.cpython-38.pyc │ │ │ │ │ ├── res_layer.cpython-310.pyc │ │ │ │ │ ├── res_layer.cpython-38.pyc │ │ │ │ │ ├── se_layer.cpython-310.pyc │ │ │ │ │ └── se_layer.cpython-38.pyc │ │ │ │ ├── activations.py │ │ │ │ ├── bbox_nms.py │ │ │ │ ├── brick_wrappers.py │ │ │ │ ├── conv_upsample.py │ │ │ │ ├── csp_layer.py │ │ │ │ ├── dropblock.py │ │ │ │ ├── ema.py │ │ │ │ ├── inverted_residual.py │ │ │ │ ├── matrix_nms.py │ │ │ │ ├── msdeformattn_pixel_decoder.py │ │ │ │ ├── normed_predictor.py │ │ │ │ ├── pixel_decoder.py │ │ │ │ ├── positional_encoding.py │ │ │ │ ├── res_layer.py │ │ │ │ ├── se_layer.py │ │ │ │ └── transformer │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── conditional_detr_layers.cpython-310.pyc │ │ │ │ │ ├── conditional_detr_layers.cpython-38.pyc │ │ │ │ │ ├── dab_detr_layers.cpython-310.pyc │ │ │ │ │ ├── dab_detr_layers.cpython-38.pyc │ │ │ │ │ ├── deformable_detr_layers.cpython-310.pyc │ │ │ │ │ ├── deformable_detr_layers.cpython-38.pyc │ │ │ │ │ ├── detr_layers.cpython-310.pyc │ │ │ │ │ ├── detr_layers.cpython-38.pyc │ │ │ │ │ ├── dino_layers.cpython-310.pyc │ │ │ │ │ ├── dino_layers.cpython-38.pyc │ │ │ │ │ ├── mask2former_layers.cpython-310.pyc │ │ │ │ │ ├── mask2former_layers.cpython-38.pyc │ │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ │ └── utils.cpython-38.pyc │ │ │ │ │ ├── conditional_detr_layers.py │ │ │ │ │ ├── dab_detr_layers.py │ │ │ │ │ ├── deformable_detr_layers.py │ │ │ │ │ ├── detr_layers.py │ │ │ │ │ ├── dino_layers.py │ │ │ │ │ ├── mask2former_layers.py │ │ │ │ │ └── utils.py │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── accuracy.cpython-310.pyc │ │ │ │ │ ├── accuracy.cpython-38.pyc │ │ │ │ │ ├── ae_loss.cpython-310.pyc │ │ │ │ │ ├── ae_loss.cpython-38.pyc │ │ │ │ │ ├── balanced_l1_loss.cpython-310.pyc │ │ │ │ │ ├── balanced_l1_loss.cpython-38.pyc │ │ │ │ │ ├── cross_entropy_loss.cpython-310.pyc │ │ │ │ │ ├── cross_entropy_loss.cpython-38.pyc │ │ │ │ │ ├── dice_loss.cpython-310.pyc │ │ │ │ │ ├── dice_loss.cpython-38.pyc │ │ │ │ │ ├── eqlv2_loss.cpython-310.pyc │ │ │ │ │ ├── eqlv2_loss.cpython-38.pyc │ │ │ │ │ ├── focal_loss.cpython-310.pyc │ │ │ │ │ ├── focal_loss.cpython-38.pyc │ │ │ │ │ ├── gaussian_focal_loss.cpython-310.pyc │ │ │ │ │ ├── gaussian_focal_loss.cpython-38.pyc │ │ │ │ │ ├── gfocal_loss.cpython-310.pyc │ │ │ │ │ ├── gfocal_loss.cpython-38.pyc │ │ │ │ │ ├── ghm_loss.cpython-310.pyc │ │ │ │ │ ├── ghm_loss.cpython-38.pyc │ │ │ │ │ ├── iou_loss.cpython-310.pyc │ │ │ │ │ ├── iou_loss.cpython-38.pyc │ │ │ │ │ ├── kd_loss.cpython-310.pyc │ │ │ │ │ ├── kd_loss.cpython-38.pyc │ │ │ │ │ ├── l2_loss.cpython-310.pyc │ │ │ │ │ ├── l2_loss.cpython-38.pyc │ │ │ │ │ ├── margin_loss.cpython-310.pyc │ │ │ │ │ ├── margin_loss.cpython-38.pyc │ │ │ │ │ ├── mse_loss.cpython-310.pyc │ │ │ │ │ ├── mse_loss.cpython-38.pyc │ │ │ │ │ ├── multipos_cross_entropy_loss.cpython-310.pyc │ │ │ │ │ ├── multipos_cross_entropy_loss.cpython-38.pyc │ │ │ │ │ ├── pisa_loss.cpython-310.pyc │ │ │ │ │ ├── pisa_loss.cpython-38.pyc │ │ │ │ │ ├── seesaw_loss.cpython-310.pyc │ │ │ │ │ ├── seesaw_loss.cpython-38.pyc │ │ │ │ │ ├── smooth_l1_loss.cpython-310.pyc │ │ │ │ │ ├── smooth_l1_loss.cpython-38.pyc │ │ │ │ │ ├── triplet_loss.cpython-310.pyc │ │ │ │ │ ├── triplet_loss.cpython-38.pyc │ │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ │ ├── utils.cpython-38.pyc │ │ │ │ │ ├── varifocal_loss.cpython-310.pyc │ │ │ │ │ └── varifocal_loss.cpython-38.pyc │ │ │ │ ├── accuracy.py │ │ │ │ ├── ae_loss.py │ │ │ │ ├── balanced_l1_loss.py │ │ │ │ ├── cross_entropy_loss.py │ │ │ │ ├── dice_loss.py │ │ │ │ ├── eqlv2_loss.py │ │ │ │ ├── focal_loss.py │ │ │ │ ├── gaussian_focal_loss.py │ │ │ │ ├── gfocal_loss.py │ │ │ │ ├── ghm_loss.py │ │ │ │ ├── iou_loss.py │ │ │ │ ├── kd_loss.py │ │ │ │ ├── l2_loss.py │ │ │ │ ├── margin_loss.py │ │ │ │ ├── mse_loss.py │ │ │ │ ├── multipos_cross_entropy_loss.py │ │ │ │ ├── pisa_loss.py │ │ │ │ ├── seesaw_loss.py │ │ │ │ ├── smooth_l1_loss.py │ │ │ │ ├── triplet_loss.py │ │ │ │ ├── utils.py │ │ │ │ └── varifocal_loss.py │ │ │ ├── mot │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base.cpython-310.pyc │ │ │ │ │ ├── base.cpython-38.pyc │ │ │ │ │ ├── bytetrack.cpython-310.pyc │ │ │ │ │ ├── bytetrack.cpython-38.pyc │ │ │ │ │ ├── deep_sort.cpython-310.pyc │ │ │ │ │ ├── deep_sort.cpython-38.pyc │ │ │ │ │ ├── ocsort.cpython-310.pyc │ │ │ │ │ ├── ocsort.cpython-38.pyc │ │ │ │ │ ├── qdtrack.cpython-310.pyc │ │ │ │ │ ├── qdtrack.cpython-38.pyc │ │ │ │ │ ├── strongsort.cpython-310.pyc │ │ │ │ │ └── strongsort.cpython-38.pyc │ │ │ │ ├── base.py │ │ │ │ ├── bytetrack.py │ │ │ │ ├── deep_sort.py │ │ │ │ ├── ocsort.py │ │ │ │ ├── qdtrack.py │ │ │ │ └── strongsort.py │ │ │ ├── necks │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── bfp.cpython-310.pyc │ │ │ │ │ ├── bfp.cpython-38.pyc │ │ │ │ │ ├── channel_mapper.cpython-310.pyc │ │ │ │ │ ├── channel_mapper.cpython-38.pyc │ │ │ │ │ ├── cspnext_pafpn.cpython-310.pyc │ │ │ │ │ ├── cspnext_pafpn.cpython-38.pyc │ │ │ │ │ ├── ct_resnet_neck.cpython-310.pyc │ │ │ │ │ ├── ct_resnet_neck.cpython-38.pyc │ │ │ │ │ ├── dilated_encoder.cpython-310.pyc │ │ │ │ │ ├── dilated_encoder.cpython-38.pyc │ │ │ │ │ ├── dyhead.cpython-310.pyc │ │ │ │ │ ├── dyhead.cpython-38.pyc │ │ │ │ │ ├── fpg.cpython-310.pyc │ │ │ │ │ ├── fpg.cpython-38.pyc │ │ │ │ │ ├── fpn.cpython-310.pyc │ │ │ │ │ ├── fpn.cpython-38.pyc │ │ │ │ │ ├── fpn_carafe.cpython-310.pyc │ │ │ │ │ ├── fpn_carafe.cpython-38.pyc │ │ │ │ │ ├── hrfpn.cpython-310.pyc │ │ │ │ │ ├── hrfpn.cpython-38.pyc │ │ │ │ │ ├── nas_fpn.cpython-310.pyc │ │ │ │ │ ├── nas_fpn.cpython-38.pyc │ │ │ │ │ ├── nasfcos_fpn.cpython-310.pyc │ │ │ │ │ ├── nasfcos_fpn.cpython-38.pyc │ │ │ │ │ ├── pafpn.cpython-310.pyc │ │ │ │ │ ├── pafpn.cpython-38.pyc │ │ │ │ │ ├── rfp.cpython-310.pyc │ │ │ │ │ ├── rfp.cpython-38.pyc │ │ │ │ │ ├── spike_fpn.cpython-310.pyc │ │ │ │ │ ├── spike_fpn.cpython-38.pyc │ │ │ │ │ ├── ssd_neck.cpython-310.pyc │ │ │ │ │ ├── ssd_neck.cpython-38.pyc │ │ │ │ │ ├── ssh.cpython-310.pyc │ │ │ │ │ ├── ssh.cpython-38.pyc │ │ │ │ │ ├── yolo_neck.cpython-310.pyc │ │ │ │ │ ├── yolo_neck.cpython-38.pyc │ │ │ │ │ ├── yolox_pafpn.cpython-310.pyc │ │ │ │ │ └── yolox_pafpn.cpython-38.pyc │ │ │ │ ├── bfp.py │ │ │ │ ├── channel_mapper.py │ │ │ │ ├── cspnext_pafpn.py │ │ │ │ ├── ct_resnet_neck.py │ │ │ │ ├── dilated_encoder.py │ │ │ │ ├── dyhead.py │ │ │ │ ├── fpg.py │ │ │ │ ├── fpn.py │ │ │ │ ├── fpn_carafe.py │ │ │ │ ├── hrfpn.py │ │ │ │ ├── nas_fpn.py │ │ │ │ ├── nasfcos_fpn.py │ │ │ │ ├── pafpn.py │ │ │ │ ├── rfp.py │ │ │ │ ├── spike_fpn.py │ │ │ │ ├── ssd_neck.py │ │ │ │ ├── ssh.py │ │ │ │ ├── yolo_neck.py │ │ │ │ └── yolox_pafpn.py │ │ │ ├── reid │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_reid.cpython-310.pyc │ │ │ │ │ ├── base_reid.cpython-38.pyc │ │ │ │ │ ├── fc_module.cpython-310.pyc │ │ │ │ │ ├── fc_module.cpython-38.pyc │ │ │ │ │ ├── gap.cpython-310.pyc │ │ │ │ │ ├── gap.cpython-38.pyc │ │ │ │ │ ├── linear_reid_head.cpython-310.pyc │ │ │ │ │ └── linear_reid_head.cpython-38.pyc │ │ │ │ ├── base_reid.py │ │ │ │ ├── fc_module.py │ │ │ │ ├── gap.py │ │ │ │ └── linear_reid_head.py │ │ │ ├── roi_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_roi_head.cpython-310.pyc │ │ │ │ │ ├── base_roi_head.cpython-38.pyc │ │ │ │ │ ├── cascade_roi_head.cpython-310.pyc │ │ │ │ │ ├── cascade_roi_head.cpython-38.pyc │ │ │ │ │ ├── double_roi_head.cpython-310.pyc │ │ │ │ │ ├── double_roi_head.cpython-38.pyc │ │ │ │ │ ├── dynamic_roi_head.cpython-310.pyc │ │ │ │ │ ├── dynamic_roi_head.cpython-38.pyc │ │ │ │ │ ├── grid_roi_head.cpython-310.pyc │ │ │ │ │ ├── grid_roi_head.cpython-38.pyc │ │ │ │ │ ├── htc_roi_head.cpython-310.pyc │ │ │ │ │ ├── htc_roi_head.cpython-38.pyc │ │ │ │ │ ├── mask_scoring_roi_head.cpython-310.pyc │ │ │ │ │ ├── mask_scoring_roi_head.cpython-38.pyc │ │ │ │ │ ├── multi_instance_roi_head.cpython-310.pyc │ │ │ │ │ ├── multi_instance_roi_head.cpython-38.pyc │ │ │ │ │ ├── pisa_roi_head.cpython-310.pyc │ │ │ │ │ ├── pisa_roi_head.cpython-38.pyc │ │ │ │ │ ├── point_rend_roi_head.cpython-310.pyc │ │ │ │ │ ├── point_rend_roi_head.cpython-38.pyc │ │ │ │ │ ├── scnet_roi_head.cpython-310.pyc │ │ │ │ │ ├── scnet_roi_head.cpython-38.pyc │ │ │ │ │ ├── sparse_roi_head.cpython-310.pyc │ │ │ │ │ ├── sparse_roi_head.cpython-38.pyc │ │ │ │ │ ├── spike_cascade_roi_head.cpython-310.pyc │ │ │ │ │ ├── spike_cascade_roi_head.cpython-38.pyc │ │ │ │ │ ├── spike_standard_roi_head.cpython-310.pyc │ │ │ │ │ ├── spike_standard_roi_head.cpython-38.pyc │ │ │ │ │ ├── standard_roi_head.cpython-310.pyc │ │ │ │ │ ├── standard_roi_head.cpython-38.pyc │ │ │ │ │ ├── trident_roi_head.cpython-310.pyc │ │ │ │ │ └── trident_roi_head.cpython-38.pyc │ │ │ │ ├── base_roi_head.py │ │ │ │ ├── bbox_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ │ ├── bbox_head.cpython-310.pyc │ │ │ │ │ │ ├── bbox_head.cpython-38.pyc │ │ │ │ │ │ ├── convfc_bbox_head.cpython-310.pyc │ │ │ │ │ │ ├── convfc_bbox_head.cpython-38.pyc │ │ │ │ │ │ ├── dii_head.cpython-310.pyc │ │ │ │ │ │ ├── dii_head.cpython-38.pyc │ │ │ │ │ │ ├── double_bbox_head.cpython-310.pyc │ │ │ │ │ │ ├── double_bbox_head.cpython-38.pyc │ │ │ │ │ │ ├── multi_instance_bbox_head.cpython-310.pyc │ │ │ │ │ │ ├── multi_instance_bbox_head.cpython-38.pyc │ │ │ │ │ │ ├── sabl_head.cpython-310.pyc │ │ │ │ │ │ ├── sabl_head.cpython-38.pyc │ │ │ │ │ │ ├── scnet_bbox_head.cpython-310.pyc │ │ │ │ │ │ ├── scnet_bbox_head.cpython-38.pyc │ │ │ │ │ │ ├── spike_convfc_bbox_head.cpython-310.pyc │ │ │ │ │ │ └── spike_convfc_bbox_head.cpython-38.pyc │ │ │ │ │ ├── bbox_head.py │ │ │ │ │ ├── convfc_bbox_head.py │ │ │ │ │ ├── dii_head.py │ │ │ │ │ ├── double_bbox_head.py │ │ │ │ │ ├── multi_instance_bbox_head.py │ │ │ │ │ ├── sabl_head.py │ │ │ │ │ ├── scnet_bbox_head.py │ │ │ │ │ └── spike_convfc_bbox_head.py │ │ │ │ ├── cascade_roi_head.py │ │ │ │ ├── double_roi_head.py │ │ │ │ ├── dynamic_roi_head.py │ │ │ │ ├── grid_roi_head.py │ │ │ │ ├── htc_roi_head.py │ │ │ │ ├── mask_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ │ ├── coarse_mask_head.cpython-310.pyc │ │ │ │ │ │ ├── coarse_mask_head.cpython-38.pyc │ │ │ │ │ │ ├── dynamic_mask_head.cpython-310.pyc │ │ │ │ │ │ ├── dynamic_mask_head.cpython-38.pyc │ │ │ │ │ │ ├── fcn_mask_head.cpython-310.pyc │ │ │ │ │ │ ├── fcn_mask_head.cpython-38.pyc │ │ │ │ │ │ ├── feature_relay_head.cpython-310.pyc │ │ │ │ │ │ ├── feature_relay_head.cpython-38.pyc │ │ │ │ │ │ ├── fused_semantic_head.cpython-310.pyc │ │ │ │ │ │ ├── fused_semantic_head.cpython-38.pyc │ │ │ │ │ │ ├── global_context_head.cpython-310.pyc │ │ │ │ │ │ ├── global_context_head.cpython-38.pyc │ │ │ │ │ │ ├── grid_head.cpython-310.pyc │ │ │ │ │ │ ├── grid_head.cpython-38.pyc │ │ │ │ │ │ ├── htc_mask_head.cpython-310.pyc │ │ │ │ │ │ ├── htc_mask_head.cpython-38.pyc │ │ │ │ │ │ ├── mask_point_head.cpython-310.pyc │ │ │ │ │ │ ├── mask_point_head.cpython-38.pyc │ │ │ │ │ │ ├── maskiou_head.cpython-310.pyc │ │ │ │ │ │ ├── maskiou_head.cpython-38.pyc │ │ │ │ │ │ ├── scnet_mask_head.cpython-310.pyc │ │ │ │ │ │ ├── scnet_mask_head.cpython-38.pyc │ │ │ │ │ │ ├── scnet_semantic_head.cpython-310.pyc │ │ │ │ │ │ ├── scnet_semantic_head.cpython-38.pyc │ │ │ │ │ │ ├── spike_fcn_mask_head.cpython-310.pyc │ │ │ │ │ │ └── spike_fcn_mask_head.cpython-38.pyc │ │ │ │ │ ├── coarse_mask_head.py │ │ │ │ │ ├── dynamic_mask_head.py │ │ │ │ │ ├── fcn_mask_head.py │ │ │ │ │ ├── feature_relay_head.py │ │ │ │ │ ├── fused_semantic_head.py │ │ │ │ │ ├── global_context_head.py │ │ │ │ │ ├── grid_head.py │ │ │ │ │ ├── htc_mask_head.py │ │ │ │ │ ├── mask_point_head.py │ │ │ │ │ ├── maskiou_head.py │ │ │ │ │ ├── scnet_mask_head.py │ │ │ │ │ ├── scnet_semantic_head.py │ │ │ │ │ └── spike_fcn_mask_head.py │ │ │ │ ├── mask_scoring_roi_head.py │ │ │ │ ├── multi_instance_roi_head.py │ │ │ │ ├── pisa_roi_head.py │ │ │ │ ├── point_rend_roi_head.py │ │ │ │ ├── roi_extractors │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ │ ├── base_roi_extractor.cpython-310.pyc │ │ │ │ │ │ ├── base_roi_extractor.cpython-38.pyc │ │ │ │ │ │ ├── generic_roi_extractor.cpython-310.pyc │ │ │ │ │ │ ├── generic_roi_extractor.cpython-38.pyc │ │ │ │ │ │ ├── single_level_roi_extractor.cpython-310.pyc │ │ │ │ │ │ └── single_level_roi_extractor.cpython-38.pyc │ │ │ │ │ ├── base_roi_extractor.py │ │ │ │ │ ├── generic_roi_extractor.py │ │ │ │ │ └── single_level_roi_extractor.py │ │ │ │ ├── scnet_roi_head.py │ │ │ │ ├── shared_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ │ ├── res_layer.cpython-310.pyc │ │ │ │ │ │ └── res_layer.cpython-38.pyc │ │ │ │ │ └── res_layer.py │ │ │ │ ├── sparse_roi_head.py │ │ │ │ ├── spike_cascade_roi_head.py │ │ │ │ ├── spike_standard_roi_head.py │ │ │ │ ├── standard_roi_head.py │ │ │ │ ├── test_mixins.py │ │ │ │ └── trident_roi_head.py │ │ │ ├── seg_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_semantic_head.cpython-310.pyc │ │ │ │ │ ├── base_semantic_head.cpython-38.pyc │ │ │ │ │ ├── panoptic_fpn_head.cpython-310.pyc │ │ │ │ │ └── panoptic_fpn_head.cpython-38.pyc │ │ │ │ ├── base_semantic_head.py │ │ │ │ ├── panoptic_fpn_head.py │ │ │ │ └── panoptic_fusion_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_panoptic_fusion_head.cpython-310.pyc │ │ │ │ │ ├── base_panoptic_fusion_head.cpython-38.pyc │ │ │ │ │ ├── heuristic_fusion_head.cpython-310.pyc │ │ │ │ │ ├── heuristic_fusion_head.cpython-38.pyc │ │ │ │ │ ├── maskformer_fusion_head.cpython-310.pyc │ │ │ │ │ └── maskformer_fusion_head.cpython-38.pyc │ │ │ │ │ ├── base_panoptic_fusion_head.py │ │ │ │ │ ├── heuristic_fusion_head.py │ │ │ │ │ └── maskformer_fusion_head.py │ │ │ ├── task_modules │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── builder.cpython-310.pyc │ │ │ │ │ └── builder.cpython-38.pyc │ │ │ │ ├── assigners │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ │ ├── approx_max_iou_assigner.cpython-310.pyc │ │ │ │ │ │ ├── approx_max_iou_assigner.cpython-38.pyc │ │ │ │ │ │ ├── assign_result.cpython-310.pyc │ │ │ │ │ │ ├── assign_result.cpython-38.pyc │ │ │ │ │ │ ├── atss_assigner.cpython-310.pyc │ │ │ │ │ │ ├── atss_assigner.cpython-38.pyc │ │ │ │ │ │ ├── base_assigner.cpython-310.pyc │ │ │ │ │ │ ├── base_assigner.cpython-38.pyc │ │ │ │ │ │ ├── center_region_assigner.cpython-310.pyc │ │ │ │ │ │ ├── center_region_assigner.cpython-38.pyc │ │ │ │ │ │ ├── dynamic_soft_label_assigner.cpython-310.pyc │ │ │ │ │ │ ├── dynamic_soft_label_assigner.cpython-38.pyc │ │ │ │ │ │ ├── grid_assigner.cpython-310.pyc │ │ │ │ │ │ ├── grid_assigner.cpython-38.pyc │ │ │ │ │ │ ├── hungarian_assigner.cpython-310.pyc │ │ │ │ │ │ ├── hungarian_assigner.cpython-38.pyc │ │ │ │ │ │ ├── iou2d_calculator.cpython-310.pyc │ │ │ │ │ │ ├── iou2d_calculator.cpython-38.pyc │ │ │ │ │ │ ├── match_cost.cpython-310.pyc │ │ │ │ │ │ ├── match_cost.cpython-38.pyc │ │ │ │ │ │ ├── max_iou_assigner.cpython-310.pyc │ │ │ │ │ │ ├── max_iou_assigner.cpython-38.pyc │ │ │ │ │ │ ├── multi_instance_assigner.cpython-310.pyc │ │ │ │ │ │ ├── multi_instance_assigner.cpython-38.pyc │ │ │ │ │ │ ├── point_assigner.cpython-310.pyc │ │ │ │ │ │ ├── point_assigner.cpython-38.pyc │ │ │ │ │ │ ├── region_assigner.cpython-310.pyc │ │ │ │ │ │ ├── region_assigner.cpython-38.pyc │ │ │ │ │ │ ├── sim_ota_assigner.cpython-310.pyc │ │ │ │ │ │ ├── sim_ota_assigner.cpython-38.pyc │ │ │ │ │ │ ├── task_aligned_assigner.cpython-310.pyc │ │ │ │ │ │ ├── task_aligned_assigner.cpython-38.pyc │ │ │ │ │ │ ├── uniform_assigner.cpython-310.pyc │ │ │ │ │ │ └── uniform_assigner.cpython-38.pyc │ │ │ │ │ ├── approx_max_iou_assigner.py │ │ │ │ │ ├── assign_result.py │ │ │ │ │ ├── atss_assigner.py │ │ │ │ │ ├── base_assigner.py │ │ │ │ │ ├── center_region_assigner.py │ │ │ │ │ ├── dynamic_soft_label_assigner.py │ │ │ │ │ ├── grid_assigner.py │ │ │ │ │ ├── hungarian_assigner.py │ │ │ │ │ ├── iou2d_calculator.py │ │ │ │ │ ├── match_cost.py │ │ │ │ │ ├── max_iou_assigner.py │ │ │ │ │ ├── multi_instance_assigner.py │ │ │ │ │ ├── point_assigner.py │ │ │ │ │ ├── region_assigner.py │ │ │ │ │ ├── sim_ota_assigner.py │ │ │ │ │ ├── task_aligned_assigner.py │ │ │ │ │ └── uniform_assigner.py │ │ │ │ ├── builder.py │ │ │ │ ├── coders │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ │ ├── base_bbox_coder.cpython-310.pyc │ │ │ │ │ │ ├── base_bbox_coder.cpython-38.pyc │ │ │ │ │ │ ├── bucketing_bbox_coder.cpython-310.pyc │ │ │ │ │ │ ├── bucketing_bbox_coder.cpython-38.pyc │ │ │ │ │ │ ├── delta_xywh_bbox_coder.cpython-310.pyc │ │ │ │ │ │ ├── delta_xywh_bbox_coder.cpython-38.pyc │ │ │ │ │ │ ├── distance_point_bbox_coder.cpython-310.pyc │ │ │ │ │ │ ├── distance_point_bbox_coder.cpython-38.pyc │ │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.cpython-310.pyc │ │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.cpython-38.pyc │ │ │ │ │ │ ├── pseudo_bbox_coder.cpython-310.pyc │ │ │ │ │ │ ├── pseudo_bbox_coder.cpython-38.pyc │ │ │ │ │ │ ├── tblr_bbox_coder.cpython-310.pyc │ │ │ │ │ │ ├── tblr_bbox_coder.cpython-38.pyc │ │ │ │ │ │ ├── yolo_bbox_coder.cpython-310.pyc │ │ │ │ │ │ └── yolo_bbox_coder.cpython-38.pyc │ │ │ │ │ ├── base_bbox_coder.py │ │ │ │ │ ├── bucketing_bbox_coder.py │ │ │ │ │ ├── delta_xywh_bbox_coder.py │ │ │ │ │ ├── distance_point_bbox_coder.py │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.py │ │ │ │ │ ├── pseudo_bbox_coder.py │ │ │ │ │ ├── tblr_bbox_coder.py │ │ │ │ │ └── yolo_bbox_coder.py │ │ │ │ ├── prior_generators │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ │ ├── anchor_generator.cpython-310.pyc │ │ │ │ │ │ ├── anchor_generator.cpython-38.pyc │ │ │ │ │ │ ├── point_generator.cpython-310.pyc │ │ │ │ │ │ ├── point_generator.cpython-38.pyc │ │ │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ │ │ └── utils.cpython-38.pyc │ │ │ │ │ ├── anchor_generator.py │ │ │ │ │ ├── point_generator.py │ │ │ │ │ └── utils.py │ │ │ │ ├── samplers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ │ ├── base_sampler.cpython-310.pyc │ │ │ │ │ │ ├── base_sampler.cpython-38.pyc │ │ │ │ │ │ ├── combined_sampler.cpython-310.pyc │ │ │ │ │ │ ├── combined_sampler.cpython-38.pyc │ │ │ │ │ │ ├── instance_balanced_pos_sampler.cpython-310.pyc │ │ │ │ │ │ ├── instance_balanced_pos_sampler.cpython-38.pyc │ │ │ │ │ │ ├── iou_balanced_neg_sampler.cpython-310.pyc │ │ │ │ │ │ ├── iou_balanced_neg_sampler.cpython-38.pyc │ │ │ │ │ │ ├── mask_pseudo_sampler.cpython-310.pyc │ │ │ │ │ │ ├── mask_pseudo_sampler.cpython-38.pyc │ │ │ │ │ │ ├── mask_sampling_result.cpython-310.pyc │ │ │ │ │ │ ├── mask_sampling_result.cpython-38.pyc │ │ │ │ │ │ ├── multi_instance_random_sampler.cpython-310.pyc │ │ │ │ │ │ ├── multi_instance_random_sampler.cpython-38.pyc │ │ │ │ │ │ ├── multi_instance_sampling_result.cpython-310.pyc │ │ │ │ │ │ ├── multi_instance_sampling_result.cpython-38.pyc │ │ │ │ │ │ ├── ohem_sampler.cpython-310.pyc │ │ │ │ │ │ ├── ohem_sampler.cpython-38.pyc │ │ │ │ │ │ ├── pseudo_sampler.cpython-310.pyc │ │ │ │ │ │ ├── pseudo_sampler.cpython-38.pyc │ │ │ │ │ │ ├── random_sampler.cpython-310.pyc │ │ │ │ │ │ ├── random_sampler.cpython-38.pyc │ │ │ │ │ │ ├── sampling_result.cpython-310.pyc │ │ │ │ │ │ ├── sampling_result.cpython-38.pyc │ │ │ │ │ │ ├── score_hlr_sampler.cpython-310.pyc │ │ │ │ │ │ └── score_hlr_sampler.cpython-38.pyc │ │ │ │ │ ├── base_sampler.py │ │ │ │ │ ├── combined_sampler.py │ │ │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ │ │ ├── mask_pseudo_sampler.py │ │ │ │ │ ├── mask_sampling_result.py │ │ │ │ │ ├── multi_instance_random_sampler.py │ │ │ │ │ ├── multi_instance_sampling_result.py │ │ │ │ │ ├── ohem_sampler.py │ │ │ │ │ ├── pseudo_sampler.py │ │ │ │ │ ├── random_sampler.py │ │ │ │ │ ├── sampling_result.py │ │ │ │ │ └── score_hlr_sampler.py │ │ │ │ └── tracking │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── aflink.cpython-310.pyc │ │ │ │ │ ├── aflink.cpython-38.pyc │ │ │ │ │ ├── camera_motion_compensation.cpython-310.pyc │ │ │ │ │ ├── camera_motion_compensation.cpython-38.pyc │ │ │ │ │ ├── interpolation.cpython-310.pyc │ │ │ │ │ ├── interpolation.cpython-38.pyc │ │ │ │ │ ├── kalman_filter.cpython-310.pyc │ │ │ │ │ ├── kalman_filter.cpython-38.pyc │ │ │ │ │ ├── similarity.cpython-310.pyc │ │ │ │ │ └── similarity.cpython-38.pyc │ │ │ │ │ ├── aflink.py │ │ │ │ │ ├── camera_motion_compensation.py │ │ │ │ │ ├── interpolation.py │ │ │ │ │ ├── kalman_filter.py │ │ │ │ │ └── similarity.py │ │ │ ├── test_time_augs │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── det_tta.cpython-310.pyc │ │ │ │ │ ├── det_tta.cpython-38.pyc │ │ │ │ │ ├── merge_augs.cpython-310.pyc │ │ │ │ │ └── merge_augs.cpython-38.pyc │ │ │ │ ├── det_tta.py │ │ │ │ └── merge_augs.py │ │ │ ├── trackers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_tracker.cpython-310.pyc │ │ │ │ │ ├── base_tracker.cpython-38.pyc │ │ │ │ │ ├── byte_tracker.cpython-310.pyc │ │ │ │ │ ├── byte_tracker.cpython-38.pyc │ │ │ │ │ ├── masktrack_rcnn_tracker.cpython-310.pyc │ │ │ │ │ ├── masktrack_rcnn_tracker.cpython-38.pyc │ │ │ │ │ ├── ocsort_tracker.cpython-310.pyc │ │ │ │ │ ├── ocsort_tracker.cpython-38.pyc │ │ │ │ │ ├── quasi_dense_tracker.cpython-310.pyc │ │ │ │ │ ├── quasi_dense_tracker.cpython-38.pyc │ │ │ │ │ ├── sort_tracker.cpython-310.pyc │ │ │ │ │ ├── sort_tracker.cpython-38.pyc │ │ │ │ │ ├── strongsort_tracker.cpython-310.pyc │ │ │ │ │ └── strongsort_tracker.cpython-38.pyc │ │ │ │ ├── base_tracker.py │ │ │ │ ├── byte_tracker.py │ │ │ │ ├── masktrack_rcnn_tracker.py │ │ │ │ ├── ocsort_tracker.py │ │ │ │ ├── quasi_dense_tracker.py │ │ │ │ ├── sort_tracker.py │ │ │ │ └── strongsort_tracker.py │ │ │ ├── tracking_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── mask2former_track_head.cpython-310.pyc │ │ │ │ │ ├── mask2former_track_head.cpython-38.pyc │ │ │ │ │ ├── quasi_dense_embed_head.cpython-310.pyc │ │ │ │ │ ├── quasi_dense_embed_head.cpython-38.pyc │ │ │ │ │ ├── quasi_dense_track_head.cpython-310.pyc │ │ │ │ │ ├── quasi_dense_track_head.cpython-38.pyc │ │ │ │ │ ├── roi_embed_head.cpython-310.pyc │ │ │ │ │ ├── roi_embed_head.cpython-38.pyc │ │ │ │ │ ├── roi_track_head.cpython-310.pyc │ │ │ │ │ └── roi_track_head.cpython-38.pyc │ │ │ │ ├── mask2former_track_head.py │ │ │ │ ├── quasi_dense_embed_head.py │ │ │ │ ├── quasi_dense_track_head.py │ │ │ │ ├── roi_embed_head.py │ │ │ │ └── roi_track_head.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── gaussian_target.cpython-310.pyc │ │ │ │ │ ├── gaussian_target.cpython-38.pyc │ │ │ │ │ ├── image.cpython-310.pyc │ │ │ │ │ ├── image.cpython-38.pyc │ │ │ │ │ ├── make_divisible.cpython-310.pyc │ │ │ │ │ ├── make_divisible.cpython-38.pyc │ │ │ │ │ ├── misc.cpython-310.pyc │ │ │ │ │ ├── misc.cpython-38.pyc │ │ │ │ │ ├── panoptic_gt_processing.cpython-310.pyc │ │ │ │ │ ├── panoptic_gt_processing.cpython-38.pyc │ │ │ │ │ ├── point_sample.cpython-310.pyc │ │ │ │ │ ├── point_sample.cpython-38.pyc │ │ │ │ │ ├── vlfuse_helper.cpython-310.pyc │ │ │ │ │ └── vlfuse_helper.cpython-38.pyc │ │ │ │ ├── gaussian_target.py │ │ │ │ ├── image.py │ │ │ │ ├── make_divisible.py │ │ │ │ ├── misc.py │ │ │ │ ├── panoptic_gt_processing.py │ │ │ │ ├── point_sample.py │ │ │ │ └── vlfuse_helper.py │ │ │ └── vis │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── mask2former_vis.cpython-310.pyc │ │ │ │ ├── mask2former_vis.cpython-38.pyc │ │ │ │ ├── masktrack_rcnn.cpython-310.pyc │ │ │ │ └── masktrack_rcnn.cpython-38.pyc │ │ │ │ ├── mask2former_vis.py │ │ │ │ └── masktrack_rcnn.py │ │ ├── models_hook │ │ │ ├── __init__.py │ │ │ ├── backbones │ │ │ │ ├── __init__.py │ │ │ │ ├── csp_darknet.py │ │ │ │ ├── cspnext.py │ │ │ │ ├── darknet.py │ │ │ │ ├── detectors_resnet.py │ │ │ │ ├── detectors_resnext.py │ │ │ │ ├── efficientnet.py │ │ │ │ ├── hourglass.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── mobilenet_v2.py │ │ │ │ ├── pvt.py │ │ │ │ ├── regnet.py │ │ │ │ ├── res2net.py │ │ │ │ ├── resnest.py │ │ │ │ ├── resnet.py │ │ │ │ ├── resnext.py │ │ │ │ ├── sdt.py │ │ │ │ ├── ssd_vgg.py │ │ │ │ ├── swin.py │ │ │ │ └── trident_resnet.py │ │ │ ├── data_preprocessors │ │ │ │ ├── __init__.py │ │ │ │ ├── data_preprocessor.py │ │ │ │ ├── reid_data_preprocessor.py │ │ │ │ └── track_data_preprocessor.py │ │ │ ├── dense_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── anchor_free_head.py │ │ │ │ ├── anchor_head.py │ │ │ │ ├── atss_head.py │ │ │ │ ├── atss_vlfusion_head.py │ │ │ │ ├── autoassign_head.py │ │ │ │ ├── base_dense_head.py │ │ │ │ ├── base_mask_head.py │ │ │ │ ├── boxinst_head.py │ │ │ │ ├── cascade_rpn_head.py │ │ │ │ ├── centernet_head.py │ │ │ │ ├── centernet_update_head.py │ │ │ │ ├── centripetal_head.py │ │ │ │ ├── condinst_head.py │ │ │ │ ├── conditional_detr_head.py │ │ │ │ ├── corner_head.py │ │ │ │ ├── dab_detr_head.py │ │ │ │ ├── ddod_head.py │ │ │ │ ├── deformable_detr_head.py │ │ │ │ ├── dense_test_mixins.py │ │ │ │ ├── detr_head.py │ │ │ │ ├── dino_head.py │ │ │ │ ├── embedding_rpn_head.py │ │ │ │ ├── fcos_head.py │ │ │ │ ├── fovea_head.py │ │ │ │ ├── free_anchor_retina_head.py │ │ │ │ ├── fsaf_head.py │ │ │ │ ├── ga_retina_head.py │ │ │ │ ├── ga_rpn_head.py │ │ │ │ ├── gfl_head.py │ │ │ │ ├── guided_anchor_head.py │ │ │ │ ├── lad_head.py │ │ │ │ ├── ld_head.py │ │ │ │ ├── mask2former_head.py │ │ │ │ ├── maskformer_head.py │ │ │ │ ├── nasfcos_head.py │ │ │ │ ├── paa_head.py │ │ │ │ ├── pisa_retinanet_head.py │ │ │ │ ├── pisa_ssd_head.py │ │ │ │ ├── reppoints_head.py │ │ │ │ ├── retina_head.py │ │ │ │ ├── retina_sepbn_head.py │ │ │ │ ├── rpn_head.py │ │ │ │ ├── rtmdet_head.py │ │ │ │ ├── rtmdet_ins_head.py │ │ │ │ ├── sabl_retina_head.py │ │ │ │ ├── solo_head.py │ │ │ │ ├── solov2_head.py │ │ │ │ ├── spike_retina_head.py │ │ │ │ ├── spike_rpn_head.py │ │ │ │ ├── ssd_head.py │ │ │ │ ├── tood_head.py │ │ │ │ ├── vfnet_head.py │ │ │ │ ├── yolact_head.py │ │ │ │ ├── yolo_head.py │ │ │ │ ├── yolof_head.py │ │ │ │ └── yolox_head.py │ │ │ ├── detectors │ │ │ │ ├── __init__.py │ │ │ │ ├── atss.py │ │ │ │ ├── autoassign.py │ │ │ │ ├── base.py │ │ │ │ ├── base_detr.py │ │ │ │ ├── boxinst.py │ │ │ │ ├── cascade_rcnn.py │ │ │ │ ├── centernet.py │ │ │ │ ├── condinst.py │ │ │ │ ├── conditional_detr.py │ │ │ │ ├── cornernet.py │ │ │ │ ├── crowddet.py │ │ │ │ ├── d2_wrapper.py │ │ │ │ ├── dab_detr.py │ │ │ │ ├── ddod.py │ │ │ │ ├── deformable_detr.py │ │ │ │ ├── detr.py │ │ │ │ ├── dino.py │ │ │ │ ├── fast_rcnn.py │ │ │ │ ├── faster_rcnn.py │ │ │ │ ├── fcos.py │ │ │ │ ├── fovea.py │ │ │ │ ├── fsaf.py │ │ │ │ ├── gfl.py │ │ │ │ ├── glip.py │ │ │ │ ├── grid_rcnn.py │ │ │ │ ├── htc.py │ │ │ │ ├── kd_one_stage.py │ │ │ │ ├── lad.py │ │ │ │ ├── mask2former.py │ │ │ │ ├── mask_rcnn.py │ │ │ │ ├── mask_scoring_rcnn.py │ │ │ │ ├── maskformer.py │ │ │ │ ├── nasfcos.py │ │ │ │ ├── paa.py │ │ │ │ ├── panoptic_fpn.py │ │ │ │ ├── panoptic_two_stage_segmentor.py │ │ │ │ ├── point_rend.py │ │ │ │ ├── queryinst.py │ │ │ │ ├── reppoints_detector.py │ │ │ │ ├── retinanet.py │ │ │ │ ├── rpn.py │ │ │ │ ├── rtmdet.py │ │ │ │ ├── scnet.py │ │ │ │ ├── semi_base.py │ │ │ │ ├── single_stage.py │ │ │ │ ├── single_stage_instance_seg.py │ │ │ │ ├── soft_teacher.py │ │ │ │ ├── solo.py │ │ │ │ ├── solov2.py │ │ │ │ ├── sparse_rcnn.py │ │ │ │ ├── tood.py │ │ │ │ ├── trident_faster_rcnn.py │ │ │ │ ├── two_stage.py │ │ │ │ ├── vfnet.py │ │ │ │ ├── yolact.py │ │ │ │ ├── yolo.py │ │ │ │ ├── yolof.py │ │ │ │ └── yolox.py │ │ │ ├── language_models │ │ │ │ ├── __init__.py │ │ │ │ └── bert.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ ├── activations.py │ │ │ │ ├── bbox_nms.py │ │ │ │ ├── brick_wrappers.py │ │ │ │ ├── conv_upsample.py │ │ │ │ ├── csp_layer.py │ │ │ │ ├── dropblock.py │ │ │ │ ├── ema.py │ │ │ │ ├── inverted_residual.py │ │ │ │ ├── matrix_nms.py │ │ │ │ ├── msdeformattn_pixel_decoder.py │ │ │ │ ├── normed_predictor.py │ │ │ │ ├── pixel_decoder.py │ │ │ │ ├── positional_encoding.py │ │ │ │ ├── res_layer.py │ │ │ │ ├── se_layer.py │ │ │ │ └── transformer │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── conditional_detr_layers.py │ │ │ │ │ ├── dab_detr_layers.py │ │ │ │ │ ├── deformable_detr_layers.py │ │ │ │ │ ├── detr_layers.py │ │ │ │ │ ├── dino_layers.py │ │ │ │ │ ├── mask2former_layers.py │ │ │ │ │ └── utils.py │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── accuracy.py │ │ │ │ ├── ae_loss.py │ │ │ │ ├── balanced_l1_loss.py │ │ │ │ ├── cross_entropy_loss.py │ │ │ │ ├── dice_loss.py │ │ │ │ ├── eqlv2_loss.py │ │ │ │ ├── focal_loss.py │ │ │ │ ├── gaussian_focal_loss.py │ │ │ │ ├── gfocal_loss.py │ │ │ │ ├── ghm_loss.py │ │ │ │ ├── iou_loss.py │ │ │ │ ├── kd_loss.py │ │ │ │ ├── l2_loss.py │ │ │ │ ├── margin_loss.py │ │ │ │ ├── mse_loss.py │ │ │ │ ├── multipos_cross_entropy_loss.py │ │ │ │ ├── pisa_loss.py │ │ │ │ ├── seesaw_loss.py │ │ │ │ ├── smooth_l1_loss.py │ │ │ │ ├── triplet_loss.py │ │ │ │ ├── utils.py │ │ │ │ └── varifocal_loss.py │ │ │ ├── mot │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── bytetrack.py │ │ │ │ ├── deep_sort.py │ │ │ │ ├── ocsort.py │ │ │ │ ├── qdtrack.py │ │ │ │ └── strongsort.py │ │ │ ├── necks │ │ │ │ ├── __init__.py │ │ │ │ ├── bfp.py │ │ │ │ ├── channel_mapper.py │ │ │ │ ├── cspnext_pafpn.py │ │ │ │ ├── ct_resnet_neck.py │ │ │ │ ├── dilated_encoder.py │ │ │ │ ├── dyhead.py │ │ │ │ ├── fpg.py │ │ │ │ ├── fpn.py │ │ │ │ ├── fpn_carafe.py │ │ │ │ ├── hrfpn.py │ │ │ │ ├── nas_fpn.py │ │ │ │ ├── nasfcos_fpn.py │ │ │ │ ├── pafpn.py │ │ │ │ ├── rfp.py │ │ │ │ ├── spike_fpn.py │ │ │ │ ├── ssd_neck.py │ │ │ │ ├── ssh.py │ │ │ │ ├── yolo_neck.py │ │ │ │ └── yolox_pafpn.py │ │ │ ├── reid │ │ │ │ ├── __init__.py │ │ │ │ ├── base_reid.py │ │ │ │ ├── fc_module.py │ │ │ │ ├── gap.py │ │ │ │ └── linear_reid_head.py │ │ │ ├── roi_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── base_roi_head.py │ │ │ │ ├── bbox_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── bbox_head.py │ │ │ │ │ ├── convfc_bbox_head.py │ │ │ │ │ ├── dii_head.py │ │ │ │ │ ├── double_bbox_head.py │ │ │ │ │ ├── multi_instance_bbox_head.py │ │ │ │ │ ├── sabl_head.py │ │ │ │ │ ├── scnet_bbox_head.py │ │ │ │ │ └── spike_convfc_bbox_head.py │ │ │ │ ├── cascade_roi_head.py │ │ │ │ ├── double_roi_head.py │ │ │ │ ├── dynamic_roi_head.py │ │ │ │ ├── grid_roi_head.py │ │ │ │ ├── htc_roi_head.py │ │ │ │ ├── mask_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── coarse_mask_head.py │ │ │ │ │ ├── dynamic_mask_head.py │ │ │ │ │ ├── fcn_mask_head.py │ │ │ │ │ ├── feature_relay_head.py │ │ │ │ │ ├── fused_semantic_head.py │ │ │ │ │ ├── global_context_head.py │ │ │ │ │ ├── grid_head.py │ │ │ │ │ ├── htc_mask_head.py │ │ │ │ │ ├── mask_point_head.py │ │ │ │ │ ├── maskiou_head.py │ │ │ │ │ ├── scnet_mask_head.py │ │ │ │ │ ├── scnet_semantic_head.py │ │ │ │ │ └── spike_fcn_mask_head.py │ │ │ │ ├── mask_scoring_roi_head.py │ │ │ │ ├── multi_instance_roi_head.py │ │ │ │ ├── pisa_roi_head.py │ │ │ │ ├── point_rend_roi_head.py │ │ │ │ ├── roi_extractors │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_roi_extractor.py │ │ │ │ │ ├── generic_roi_extractor.py │ │ │ │ │ └── single_level_roi_extractor.py │ │ │ │ ├── scnet_roi_head.py │ │ │ │ ├── shared_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── res_layer.py │ │ │ │ ├── sparse_roi_head.py │ │ │ │ ├── spike_standard_roi_head.py │ │ │ │ ├── standard_roi_head.py │ │ │ │ ├── test_mixins.py │ │ │ │ └── trident_roi_head.py │ │ │ ├── seg_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── base_semantic_head.py │ │ │ │ ├── panoptic_fpn_head.py │ │ │ │ └── panoptic_fusion_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_panoptic_fusion_head.py │ │ │ │ │ ├── heuristic_fusion_head.py │ │ │ │ │ └── maskformer_fusion_head.py │ │ │ ├── task_modules │ │ │ │ ├── __init__.py │ │ │ │ ├── assigners │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── approx_max_iou_assigner.py │ │ │ │ │ ├── assign_result.py │ │ │ │ │ ├── atss_assigner.py │ │ │ │ │ ├── base_assigner.py │ │ │ │ │ ├── center_region_assigner.py │ │ │ │ │ ├── dynamic_soft_label_assigner.py │ │ │ │ │ ├── grid_assigner.py │ │ │ │ │ ├── hungarian_assigner.py │ │ │ │ │ ├── iou2d_calculator.py │ │ │ │ │ ├── match_cost.py │ │ │ │ │ ├── max_iou_assigner.py │ │ │ │ │ ├── multi_instance_assigner.py │ │ │ │ │ ├── point_assigner.py │ │ │ │ │ ├── region_assigner.py │ │ │ │ │ ├── sim_ota_assigner.py │ │ │ │ │ ├── task_aligned_assigner.py │ │ │ │ │ └── uniform_assigner.py │ │ │ │ ├── builder.py │ │ │ │ ├── coders │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_bbox_coder.py │ │ │ │ │ ├── bucketing_bbox_coder.py │ │ │ │ │ ├── delta_xywh_bbox_coder.py │ │ │ │ │ ├── distance_point_bbox_coder.py │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.py │ │ │ │ │ ├── pseudo_bbox_coder.py │ │ │ │ │ ├── tblr_bbox_coder.py │ │ │ │ │ └── yolo_bbox_coder.py │ │ │ │ ├── prior_generators │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── anchor_generator.py │ │ │ │ │ ├── point_generator.py │ │ │ │ │ └── utils.py │ │ │ │ ├── samplers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_sampler.py │ │ │ │ │ ├── combined_sampler.py │ │ │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ │ │ ├── mask_pseudo_sampler.py │ │ │ │ │ ├── mask_sampling_result.py │ │ │ │ │ ├── multi_instance_random_sampler.py │ │ │ │ │ ├── multi_instance_sampling_result.py │ │ │ │ │ ├── ohem_sampler.py │ │ │ │ │ ├── pseudo_sampler.py │ │ │ │ │ ├── random_sampler.py │ │ │ │ │ ├── sampling_result.py │ │ │ │ │ └── score_hlr_sampler.py │ │ │ │ └── tracking │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── aflink.py │ │ │ │ │ ├── camera_motion_compensation.py │ │ │ │ │ ├── interpolation.py │ │ │ │ │ ├── kalman_filter.py │ │ │ │ │ └── similarity.py │ │ │ ├── test_time_augs │ │ │ │ ├── __init__.py │ │ │ │ ├── det_tta.py │ │ │ │ └── merge_augs.py │ │ │ ├── trackers │ │ │ │ ├── __init__.py │ │ │ │ ├── base_tracker.py │ │ │ │ ├── byte_tracker.py │ │ │ │ ├── masktrack_rcnn_tracker.py │ │ │ │ ├── ocsort_tracker.py │ │ │ │ ├── quasi_dense_tracker.py │ │ │ │ ├── sort_tracker.py │ │ │ │ └── strongsort_tracker.py │ │ │ ├── tracking_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── mask2former_track_head.py │ │ │ │ ├── quasi_dense_embed_head.py │ │ │ │ ├── quasi_dense_track_head.py │ │ │ │ ├── roi_embed_head.py │ │ │ │ └── roi_track_head.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── gaussian_target.py │ │ │ │ ├── image.py │ │ │ │ ├── make_divisible.py │ │ │ │ ├── misc.py │ │ │ │ ├── panoptic_gt_processing.py │ │ │ │ ├── point_sample.py │ │ │ │ └── vlfuse_helper.py │ │ │ └── vis │ │ │ │ ├── __init__.py │ │ │ │ ├── mask2former_vis.py │ │ │ │ └── masktrack_rcnn.py │ │ ├── registry.py │ │ ├── structures │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── det_data_sample.cpython-310.pyc │ │ │ │ ├── det_data_sample.cpython-38.pyc │ │ │ │ ├── reid_data_sample.cpython-310.pyc │ │ │ │ ├── reid_data_sample.cpython-38.pyc │ │ │ │ ├── track_data_sample.cpython-310.pyc │ │ │ │ └── track_data_sample.cpython-38.pyc │ │ │ ├── bbox │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── base_boxes.cpython-310.pyc │ │ │ │ │ ├── base_boxes.cpython-38.pyc │ │ │ │ │ ├── bbox_overlaps.cpython-310.pyc │ │ │ │ │ ├── bbox_overlaps.cpython-38.pyc │ │ │ │ │ ├── box_type.cpython-310.pyc │ │ │ │ │ ├── box_type.cpython-38.pyc │ │ │ │ │ ├── horizontal_boxes.cpython-310.pyc │ │ │ │ │ ├── horizontal_boxes.cpython-38.pyc │ │ │ │ │ ├── transforms.cpython-310.pyc │ │ │ │ │ └── transforms.cpython-38.pyc │ │ │ │ ├── base_boxes.py │ │ │ │ ├── bbox_overlaps.py │ │ │ │ ├── box_type.py │ │ │ │ ├── horizontal_boxes.py │ │ │ │ └── transforms.py │ │ │ ├── det_data_sample.py │ │ │ ├── mask │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── mask_target.cpython-310.pyc │ │ │ │ │ ├── mask_target.cpython-38.pyc │ │ │ │ │ ├── structures.cpython-310.pyc │ │ │ │ │ ├── structures.cpython-38.pyc │ │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ │ └── utils.cpython-38.pyc │ │ │ │ ├── mask_target.py │ │ │ │ ├── structures.py │ │ │ │ └── utils.py │ │ │ ├── reid_data_sample.py │ │ │ └── track_data_sample.py │ │ ├── testing │ │ │ ├── __init__.py │ │ │ ├── _fast_stop_training_hook.py │ │ │ └── _utils.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── collect_env.cpython-310.pyc │ │ │ │ ├── collect_env.cpython-38.pyc │ │ │ │ ├── compat_config.cpython-310.pyc │ │ │ │ ├── compat_config.cpython-38.pyc │ │ │ │ ├── dist_utils.cpython-310.pyc │ │ │ │ ├── dist_utils.cpython-38.pyc │ │ │ │ ├── logger.cpython-310.pyc │ │ │ │ ├── logger.cpython-38.pyc │ │ │ │ ├── memory.cpython-310.pyc │ │ │ │ ├── memory.cpython-38.pyc │ │ │ │ ├── misc.cpython-310.pyc │ │ │ │ ├── misc.cpython-38.pyc │ │ │ │ ├── mot_error_visualize.cpython-310.pyc │ │ │ │ ├── mot_error_visualize.cpython-38.pyc │ │ │ │ ├── replace_cfg_vals.cpython-310.pyc │ │ │ │ ├── replace_cfg_vals.cpython-38.pyc │ │ │ │ ├── setup_env.cpython-310.pyc │ │ │ │ ├── setup_env.cpython-38.pyc │ │ │ │ ├── split_batch.cpython-310.pyc │ │ │ │ ├── split_batch.cpython-38.pyc │ │ │ │ ├── typing_utils.cpython-310.pyc │ │ │ │ ├── typing_utils.cpython-38.pyc │ │ │ │ ├── util_mixins.cpython-310.pyc │ │ │ │ ├── util_mixins.cpython-38.pyc │ │ │ │ ├── util_random.cpython-310.pyc │ │ │ │ └── util_random.cpython-38.pyc │ │ │ ├── benchmark.py │ │ │ ├── collect_env.py │ │ │ ├── compat_config.py │ │ │ ├── contextmanagers.py │ │ │ ├── dist_utils.py │ │ │ ├── logger.py │ │ │ ├── memory.py │ │ │ ├── misc.py │ │ │ ├── mot_error_visualize.py │ │ │ ├── profiling.py │ │ │ ├── replace_cfg_vals.py │ │ │ ├── setup_env.py │ │ │ ├── split_batch.py │ │ │ ├── typing_utils.py │ │ │ ├── util_mixins.py │ │ │ └── util_random.py │ │ ├── version.py │ │ └── visualization │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── local_visualizer.cpython-310.pyc │ │ │ ├── local_visualizer.cpython-38.pyc │ │ │ ├── palette.cpython-310.pyc │ │ │ └── palette.cpython-38.pyc │ │ │ ├── local_visualizer.py │ │ │ └── palette.py │ ├── model-index.yml │ ├── pytest.ini │ ├── requirements.txt │ ├── requirements │ │ ├── albu.txt │ │ ├── build.txt │ │ ├── docs.txt │ │ ├── mminstall.txt │ │ ├── multimodal.txt │ │ ├── optional.txt │ │ ├── readthedocs.txt │ │ ├── runtime.txt │ │ ├── tests.txt │ │ └── tracking.txt │ ├── setup.cfg │ ├── setup.py │ └── tools │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── abc.cpython-310.pyc │ │ └── global_var.cpython-38.pyc │ │ ├── analysis_tools │ │ ├── analyze_logs.py │ │ ├── analyze_results.py │ │ ├── benchmark.py │ │ ├── browse_dataset.py │ │ ├── coco_error_analysis.py │ │ ├── coco_occluded_separated_recall.py │ │ ├── confusion_matrix.py │ │ ├── eval_metric.py │ │ ├── get_flops.py │ │ ├── mot │ │ │ ├── browse_dataset.py │ │ │ ├── dist_mot_search.sh │ │ │ ├── mot_error_visualize.py │ │ │ ├── mot_param_search.py │ │ │ └── slurm_mot_search.sh │ │ ├── optimize_anchors.py │ │ ├── robustness_eval.py │ │ └── test_robustness.py │ │ ├── cal_firing_num.py │ │ ├── dataset_converters │ │ ├── ade20k2coco.py │ │ ├── cityscapes.py │ │ ├── coco_stuff164k.py │ │ ├── crowdhuman2coco.py │ │ ├── images2coco.py │ │ ├── mot2coco.py │ │ ├── mot2reid.py │ │ ├── pascal_voc.py │ │ ├── prepare_coco_semantic_annos_from_panoptic_annos.py │ │ ├── scripts │ │ │ ├── preprocess_coco2017.sh │ │ │ ├── preprocess_voc2007.sh │ │ │ └── preprocess_voc2012.sh │ │ └── youtubevis2coco.py │ │ ├── deployment │ │ ├── mmdet2torchserve.py │ │ ├── mmdet_handler.py │ │ └── test_torchserver.py │ │ ├── dist_test.sh │ │ ├── dist_test_tracking.sh │ │ ├── dist_train.sh │ │ ├── misc │ │ ├── download_dataset.py │ │ ├── gen_coco_panoptic_test_info.py │ │ ├── get_crowdhuman_id_hw.py │ │ ├── get_image_metas.py │ │ ├── print_config.py │ │ └── split_coco.py │ │ ├── model_converters │ │ ├── detectron2_to_mmdet.py │ │ ├── detectron2pytorch.py │ │ ├── glip_to_mmdet.py │ │ ├── publish_model.py │ │ ├── regnet2mmdet.py │ │ ├── selfsup2mmdet.py │ │ ├── upgrade_model_version.py │ │ └── upgrade_ssd_version.py │ │ ├── slurm_test.sh │ │ ├── slurm_test_tracking.sh │ │ ├── slurm_train.sh │ │ ├── test.py │ │ ├── test.sh │ │ ├── test_tracking.py │ │ ├── train.py │ │ └── train.sh └── Segmentation │ ├── .gitignore │ ├── 0.1.1 │ ├── CITATION.cff │ ├── LICENSE │ ├── MANIFEST.in │ ├── Readme.md │ ├── configs │ ├── EFSDTv2 │ │ ├── fpn_sdtv3_512x512_10M_ade20k.py │ │ └── fpn_sdtv3_512x512_19M_ade20k.py │ ├── _base_ │ │ ├── datasets │ │ │ ├── ade20k.py │ │ │ ├── ade20k_640x640.py │ │ │ ├── bdd100k.py │ │ │ ├── chase_db1.py │ │ │ ├── cityscapes.py │ │ │ ├── cityscapes_1024x1024.py │ │ │ ├── cityscapes_768x768.py │ │ │ ├── cityscapes_769x769.py │ │ │ ├── cityscapes_832x832.py │ │ │ ├── coco-stuff10k.py │ │ │ ├── coco-stuff164k.py │ │ │ ├── drive.py │ │ │ ├── hrf.py │ │ │ ├── isaid.py │ │ │ ├── levir_256x256.py │ │ │ ├── loveda.py │ │ │ ├── mapillary_v1.py │ │ │ ├── mapillary_v1_65.py │ │ │ ├── mapillary_v2.py │ │ │ ├── pascal_context.py │ │ │ ├── pascal_context_59.py │ │ │ ├── pascal_voc12.py │ │ │ ├── pascal_voc12_aug.py │ │ │ ├── potsdam.py │ │ │ ├── refuge.py │ │ │ ├── stare.py │ │ │ ├── synapse.py │ │ │ └── vaihingen.py │ │ ├── default_runtime.py │ │ ├── models │ │ │ ├── fcn_snn.py │ │ │ ├── fpn_r18.py │ │ │ ├── fpn_snn_r50.py │ │ │ └── snn_sdtv2_fpn.py │ │ └── schedules │ │ │ ├── schedule_160k.py │ │ │ ├── schedule_20k.py │ │ │ ├── schedule_240k.py │ │ │ ├── schedule_320k.py │ │ │ ├── schedule_40k.py │ │ │ └── schedule_80k.py │ └── sem_sdt │ │ ├── Readme.md │ │ ├── fcn_SDT_512x512_512_ade20k.py │ │ ├── fpn_SDT_512x512_15M_T4_ade20k.py │ │ ├── fpn_SDT_512x512_15M_T4_voc2012.py │ │ ├── fpn_SDT_512x512_384_ade20k.py │ │ ├── fpn_SDT_512x512_384_voc12aug.py │ │ ├── fpn_SDT_512x512_384_voc2012.py │ │ ├── fpn_SDT_512x512_512_ade20k.py │ │ ├── fpn_SDT_512x512_512_voc12aug.py │ │ ├── fpn_SDT_512x512_512_voc2012.py │ │ ├── fpn_SDT_512x512_55M_T4_ade20k.py │ │ └── fpn_SDT_512x512_55M_T4_voc2012.py │ ├── dataset-index.yml │ ├── mmseg │ ├── .mim │ │ ├── dataset-index.yml │ │ └── model-index.yml │ ├── __init__.py │ ├── apis │ │ ├── __init__.py │ │ ├── inference.py │ │ └── mmseg_inferencer.py │ ├── datasets │ │ ├── __init__.py │ │ ├── ade.py │ │ ├── basesegdataset.py │ │ ├── bdd100k.py │ │ ├── chase_db1.py │ │ ├── cityscapes.py │ │ ├── coco_stuff.py │ │ ├── dark_zurich.py │ │ ├── dataset_wrappers.py │ │ ├── decathlon.py │ │ ├── drive.py │ │ ├── dsdl.py │ │ ├── hrf.py │ │ ├── isaid.py │ │ ├── isprs.py │ │ ├── levir.py │ │ ├── lip.py │ │ ├── loveda.py │ │ ├── mapillary.py │ │ ├── night_driving.py │ │ ├── pascal_context.py │ │ ├── potsdam.py │ │ ├── refuge.py │ │ ├── stare.py │ │ ├── synapse.py │ │ ├── transforms │ │ │ ├── __init__.py │ │ │ ├── formatting.py │ │ │ ├── loading.py │ │ │ └── transforms.py │ │ └── voc.py │ ├── engine │ │ ├── __init__.py │ │ ├── hooks │ │ │ ├── __init__.py │ │ │ ├── cal_firing_rate.py │ │ │ ├── resetmodel_hook.py │ │ │ └── visualization_hook.py │ │ └── optimizers │ │ │ ├── __init__.py │ │ │ └── layer_decay_optimizer_constructor.py │ ├── evaluation │ │ ├── __init__.py │ │ └── metrics │ │ │ ├── __init__.py │ │ │ ├── citys_metric.py │ │ │ └── iou_metric.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── QSdtv2.py │ │ │ ├── __init__.py │ │ │ ├── sdtv2.py │ │ │ └── sdtv3.py │ │ ├── builder.py │ │ ├── data_preprocessor.py │ │ ├── decode_heads │ │ │ ├── __init__.py │ │ │ ├── base_dense_head.py │ │ │ ├── cascade_decode_head.py │ │ │ ├── decode_head.py │ │ │ ├── fpn_head.py │ │ │ └── segmenter_mask_head.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── accuracy.py │ │ │ ├── boundary_loss.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── dice_loss.py │ │ │ ├── focal_loss.py │ │ │ ├── huasdorff_distance_loss.py │ │ │ ├── lovasz_loss.py │ │ │ ├── ohem_cross_entropy_loss.py │ │ │ ├── tversky_loss.py │ │ │ └── utils.py │ │ ├── necks │ │ │ ├── __init__.py │ │ │ ├── featurepyramid.py │ │ │ ├── fpn.py │ │ │ ├── ic_neck.py │ │ │ ├── jpu.py │ │ │ ├── mla_neck.py │ │ │ └── multilevel_neck.py │ │ ├── segmentors │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── cascade_encoder_decoder.py │ │ │ ├── encoder_decoder.py │ │ │ └── seg_tta.py │ │ └── utils │ │ │ ├── Qtrick.py │ │ │ ├── __init__.py │ │ │ ├── basic_block.py │ │ │ ├── embed.py │ │ │ ├── encoding.py │ │ │ ├── inverted_residual.py │ │ │ ├── make_divisible.py │ │ │ ├── misc.py │ │ │ ├── panoptic_gt_processing.py │ │ │ ├── point_sample.py │ │ │ ├── ppm.py │ │ │ ├── res_layer.py │ │ │ ├── se_layer.py │ │ │ ├── self_attention_block.py │ │ │ ├── shape_convert.py │ │ │ ├── up_conv_block.py │ │ │ └── wrappers.py │ ├── registry │ │ ├── __init__.py │ │ └── registry.py │ ├── structures │ │ ├── __init__.py │ │ ├── sampler │ │ │ ├── __init__.py │ │ │ ├── base_pixel_sampler.py │ │ │ ├── builder.py │ │ │ └── ohem_pixel_sampler.py │ │ └── seg_data_sample.py │ ├── utils │ │ ├── Qtrick.py │ │ ├── __init__.py │ │ ├── class_names.py │ │ ├── collect_env.py │ │ ├── io.py │ │ ├── misc.py │ │ ├── panoptic_gt_processing.py │ │ ├── set_env.py │ │ └── typing_utils.py │ ├── version.py │ └── visualization │ │ ├── __init__.py │ │ └── local_visualizer.py │ ├── model-index.yml │ ├── requirements.txt │ ├── requirements │ ├── albu.txt │ ├── docs.txt │ ├── mminstall.txt │ ├── optional.txt │ ├── readthedocs.txt │ ├── runtime.txt │ └── tests.txt │ ├── setup.cfg │ ├── setup.py │ └── tools │ ├── analysis_tools │ ├── analyze_logs.py │ ├── benchmark.py │ ├── browse_dataset.py │ ├── confusion_matrix.py │ └── get_flops.py │ ├── cal_firing_num.py │ ├── dataset_converters │ ├── chase_db1.py │ ├── cityscapes.py │ ├── coco_stuff10k.py │ ├── coco_stuff164k.py │ ├── drive.py │ ├── hrf.py │ ├── isaid.py │ ├── levircd.py │ ├── loveda.py │ ├── pascal_context.py │ ├── potsdam.py │ ├── refuge.py │ ├── stare.py │ ├── synapse.py │ ├── vaihingen.py │ └── voc_aug.py │ ├── deployment │ └── pytorch2torchscript.py │ ├── dist_test.sh │ ├── dist_train.sh │ ├── firing_utils │ ├── dataset.py │ └── misc.py │ ├── misc │ ├── browse_dataset.py │ ├── print_config.py │ └── publish_model.py │ ├── model_converters │ ├── beit2mmseg.py │ ├── mit2mmseg.py │ ├── stdc2mmseg.py │ ├── swin2mmseg.py │ ├── twins2mmseg.py │ ├── vit2mmseg.py │ └── vitjax2mmseg.py │ ├── slurm_test.sh │ ├── slurm_train.sh │ ├── test.py │ ├── torchserve │ ├── mmseg2torchserve.py │ ├── mmseg_handler.py │ └── test_torchserve.py │ └── train.py └── images ├── fig.png ├── logo.jpg └── main.png /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BICLab/Spike-Driven-Transformer-V3/HEAD/.DS_Store -------------------------------------------------------------------------------- /.github/workflows/codeql.yml: -------------------------------------------------------------------------------- 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