├── .gitignore ├── LICENSE ├── README.md ├── assets └── demo.gif ├── configs ├── default.yaml └── nuscenes │ ├── default.yaml │ ├── det │ ├── centerhead │ │ ├── default.yaml │ │ └── lssfpn │ │ │ ├── camera+radar │ │ │ ├── default.yaml │ │ │ └── resnet50 │ │ │ │ ├── default.yaml │ │ │ │ └── dlss.yaml │ │ │ ├── camera │ │ │ ├── 256x704 │ │ │ │ ├── default.yaml │ │ │ │ ├── resnet │ │ │ │ │ ├── bevdepth.yaml │ │ │ │ │ └── default.yaml │ │ │ │ └── swint │ │ │ │ │ └── default.yaml │ │ │ └── default.yaml │ │ │ └── default.yaml │ ├── default.yaml │ └── transfusion │ │ ├── default.yaml │ │ └── secfpn │ │ ├── camera+lidar │ │ ├── default.yaml │ │ └── swint_v0p075 │ │ │ ├── convfuser.yaml │ │ │ └── default.yaml │ │ ├── default.yaml │ │ └── lidar │ │ ├── default.yaml │ │ ├── pointpillars.yaml │ │ ├── voxelnet.yaml │ │ └── voxelnet_0p075.yaml │ └── seg │ ├── camera-bev256d2.yaml │ ├── default.yaml │ ├── fusion-bev256d2-lss.yaml │ └── lidar-centerpoint-bev128.yaml ├── deduplicate_methods.py ├── distributed_bevfusion ├── README.md ├── camera_node │ ├── camera_config.yaml │ └── camera_processor.py ├── common │ └── network.py ├── config │ ├── backup_config.yaml │ ├── benchmark_config.yaml │ ├── benchmarking_config.yaml │ ├── calibration_config.yaml │ ├── camera_config.yaml │ ├── communication_config.yaml │ ├── data_management_config.yaml │ ├── deployment_config.yaml │ ├── diagnostics_config.yaml │ ├── documentation_config.yaml │ ├── error_handling_config.yaml │ ├── evaluation_config.yaml │ ├── lidar_config.yaml │ ├── logging_config.yaml │ ├── monitoring_config.yaml │ ├── orion_fusion_config.yaml │ ├── performance_config.yaml │ ├── pointcloud_config.rviz │ ├── preprocessing_config.yaml │ ├── resource_management_config.yaml │ ├── rviz_config.rviz │ ├── security_config.yaml │ ├── testing_config.yaml │ └── visualization_config.yaml ├── fusion_node │ ├── fusion_config.yaml │ └── fusion_processor.py ├── launch │ ├── backup.launch.py │ ├── benchmark.launch.py │ ├── benchmarking.launch.py │ ├── calibration.launch.py │ ├── central_fusion.launch.py │ ├── communication.launch.py │ ├── data_management.launch.py │ ├── deployment.launch.py │ ├── diagnostics.launch.py │ ├── documentation.launch.py │ ├── error_handling.launch.py │ ├── evaluation.launch.py │ ├── logging.launch.py │ ├── monitoring.launch.py │ ├── orion_fusion.launch.py │ ├── performance.launch.py │ ├── preprocessing_node.launch.py │ ├── resource_management.launch.py │ ├── security.launch.py │ ├── sensor_drivers.launch.py │ ├── testing.launch.py │ └── visualization.launch.py ├── lidar_node │ ├── lidar_config.yaml │ └── lidar_processor.py ├── nodes │ ├── central_fusion_node.py │ ├── central_fusion_node_trt.py │ └── orion_fusion_node.py ├── package.xml ├── requirements.txt ├── resource │ └── distributed_bevfusion ├── setup.py └── setup │ ├── advanced_edge_tests.py │ ├── advanced_tests.py │ ├── bevfusion_advanced_architectures.py │ ├── bevfusion_advanced_tests.py │ ├── bevfusion_autonomous_tests.py │ ├── bevfusion_benchmark.py │ ├── bevfusion_monitor.py │ ├── bevfusion_optimized_setup.sh │ ├── bevfusion_optimized_tests.py │ ├── bevfusion_realworld_tests.py │ ├── bevfusion_specific_tests.py │ ├── bevfusion_test.py │ ├── component_tests.py │ ├── edge_case_tests.py │ ├── enhanced_edge_tests.py │ ├── extreme_edge_tests.py │ ├── fix_bevfusion.py │ ├── fix_components.py │ ├── focused_edge_tests.py │ ├── hardware_check.py │ ├── jetson_setup.sh │ ├── network_setup.py │ ├── post_flash_setup.sh │ ├── test_critical.py │ ├── test_fixes.py │ ├── test_suite.py │ ├── verify_bevfusion.py │ ├── verify_jetson.py │ └── verify_jetson.sh ├── docker └── Dockerfile ├── mmdet3d ├── __init__.py ├── apis │ ├── __init__.py │ ├── test.py │ └── train.py ├── core │ ├── __init__.py │ ├── anchor │ │ ├── __init__.py │ │ └── anchor_3d_generator.py │ ├── bbox │ │ ├── __init__.py │ │ ├── assigners │ │ │ ├── __init__.py │ │ │ ├── hungarian_assigner.py │ │ │ └── hungarian_assigner_3d.py │ │ ├── box_np_ops.py │ │ ├── coders │ │ │ ├── __init__.py │ │ │ ├── anchor_free_bbox_coder.py │ │ │ ├── centerpoint_bbox_coders.py │ │ │ ├── delta_xyzwhlr_bbox_coder.py │ │ │ ├── groupfree3d_bbox_coder.py │ │ │ ├── nms_free_coder.py │ │ │ ├── partial_bin_based_bbox_coder.py │ │ │ └── transfusion_bbox_coder.py │ │ ├── iou_calculators │ │ │ ├── __init__.py │ │ │ └── iou3d_calculator.py │ │ ├── match_costs │ │ │ ├── __init__.py │ │ │ └── match_cost.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ └── iou_neg_piecewise_sampler.py │ │ ├── structures │ │ │ ├── __init__.py │ │ │ ├── base_box3d.py │ │ │ ├── box_3d_mode.py │ │ │ ├── cam_box3d.py │ │ │ ├── coord_3d_mode.py │ │ │ ├── depth_box3d.py │ │ │ ├── lidar_box3d.py │ │ │ └── utils.py │ │ └── util.py │ ├── points │ │ ├── __init__.py │ │ ├── base_points.py │ │ ├── cam_points.py │ │ ├── depth_points.py │ │ ├── lidar_points.py │ │ └── radar_points.py │ ├── post_processing │ │ ├── __init__.py │ │ └── box3d_nms.py │ ├── utils │ │ ├── __init__.py │ │ ├── gaussian.py │ │ └── visualize.py │ └── voxel │ │ ├── __init__.py │ │ ├── builder.py │ │ └── voxel_generator.py ├── datasets │ ├── __init__.py │ ├── builder.py │ ├── custom_3d.py │ ├── dataset_wrappers.py │ ├── nuscenes_dataset.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── dbsampler.py │ │ ├── formating.py │ │ ├── loading.py │ │ ├── loading_utils.py │ │ ├── transforms_3d.py │ │ └── utils.py │ └── utils.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── dla.py │ │ ├── pillar_encoder.py │ │ ├── radar_encoder.py │ │ ├── resnet.py │ │ ├── second.py │ │ ├── sparse_encoder.py │ │ └── vovnet.py │ ├── builder.py │ ├── fusers │ │ ├── __init__.py │ │ ├── add.py │ │ └── conv.py │ ├── fusion_models │ │ ├── __init__.py │ │ ├── base.py │ │ └── bevfusion.py │ ├── heads │ │ ├── __init__.py │ │ ├── bbox │ │ │ ├── __init__.py │ │ │ ├── centerpoint.py │ │ │ └── transfusion.py │ │ └── segm │ │ │ ├── __init__.py │ │ │ └── vanilla.py │ ├── losses │ │ └── __init__.py │ ├── necks │ │ ├── __init__.py │ │ ├── detectron_fpn.py │ │ ├── generalized_lss.py │ │ ├── lss.py │ │ └── second.py │ ├── utils │ │ ├── __init__.py │ │ ├── flops_counter.py │ │ └── transformer.py │ └── vtransforms │ │ ├── __init__.py │ │ ├── aware_bevdepth.py │ │ ├── base.py │ │ ├── depth_lss.py │ │ └── lss.py ├── ops │ ├── __init__.py │ ├── ball_query │ │ ├── __init__.py │ │ ├── ball_query.py │ │ └── src │ │ │ ├── ball_query_cpu.cpp │ │ │ └── ball_query_cuda.cu │ ├── bev_pool │ │ ├── __init__.py │ │ ├── bev_pool.py │ │ └── src │ │ │ ├── bev_pool_cpu.cpp │ │ │ └── bev_pool_cuda.cu │ ├── feature_decorator │ │ ├── __init__.py │ │ ├── feature_decorator.py │ │ └── src │ │ │ ├── feature_decorator.cpp │ │ │ └── feature_decorator_cuda.cu │ ├── furthest_point_sample │ │ ├── __init__.py │ │ ├── furthest_point_sample.py │ │ ├── points_sampler.py │ │ ├── src │ │ │ ├── furthest_point_sample_cpu.cpp │ │ │ └── furthest_point_sample_cuda.cu │ │ └── utils.py │ ├── gather_points │ │ ├── __init__.py │ │ ├── gather_points.py │ │ └── src │ │ │ ├── gather_points_cpu.cpp │ │ │ └── gather_points_cuda.cu │ ├── group_points │ │ ├── __init__.py │ │ ├── group_points.py │ │ └── src │ │ │ ├── group_points_cpu.cpp │ │ │ └── group_points_cuda.cu │ ├── interpolate │ │ ├── __init__.py │ │ ├── src │ │ │ ├── interpolate.cpp │ │ │ ├── three_interpolate_cuda.cu │ │ │ └── three_nn_cuda.cu │ │ ├── three_interpolate.py │ │ └── three_nn.py │ ├── iou3d │ │ ├── __init__.py │ │ ├── iou3d_utils.py │ │ └── src │ │ │ ├── iou3d.cpp │ │ │ └── iou3d_kernel.cu │ ├── knn │ │ ├── __init__.py │ │ ├── knn.py │ │ └── src │ │ │ ├── knn_cpu.cpp │ │ │ └── knn_cuda.cu │ ├── norm.py │ ├── paconv │ │ ├── __init__.py │ │ ├── assign_score.py │ │ ├── paconv.py │ │ ├── src │ │ │ ├── assign_score_withk.cpp │ │ │ └── assign_score_withk_cuda.cu │ │ └── utils.py │ ├── pointnet_modules │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── paconv_sa_module.py │ │ ├── point_fp_module.py │ │ └── point_sa_module.py │ ├── roiaware_pool3d │ │ ├── __init__.py │ │ ├── points_in_boxes.py │ │ ├── roiaware_pool3d.py │ │ └── src │ │ │ ├── points_in_boxes_cpu.cpp │ │ │ ├── points_in_boxes_cuda.cu │ │ │ ├── roiaware_pool3d.cpp │ │ │ └── roiaware_pool3d_kernel.cu │ ├── sparse_block.py │ ├── spconv │ │ ├── __init__.py │ │ ├── conv.py │ │ ├── functional.py │ │ ├── include │ │ │ ├── paramsgrid.h │ │ │ ├── prettyprint.h │ │ │ ├── pybind11_utils.h │ │ │ ├── spconv │ │ │ │ ├── fused_spconv_ops.h │ │ │ │ ├── geometry.h │ │ │ │ ├── indice.cu.h │ │ │ │ ├── indice.h │ │ │ │ ├── maxpool.h │ │ │ │ ├── mp_helper.h │ │ │ │ ├── point2voxel.h │ │ │ │ ├── pool_ops.h │ │ │ │ ├── reordering.cu.h │ │ │ │ ├── reordering.h │ │ │ │ └── spconv_ops.h │ │ │ ├── tensorview │ │ │ │ ├── helper_kernel.cu.h │ │ │ │ ├── helper_launch.h │ │ │ │ └── tensorview.h │ │ │ ├── torch_utils.h │ │ │ └── utility │ │ │ │ └── timer.h │ │ ├── modules.py │ │ ├── ops.py │ │ ├── pool.py │ │ ├── src │ │ │ ├── all.cc │ │ │ ├── indice_cpu.cc │ │ │ ├── indice_cuda.cu │ │ │ ├── maxpool_cpu.cc │ │ │ ├── maxpool_cuda.cu │ │ │ ├── reordering_cpu.cc │ │ │ └── reordering_cuda.cu │ │ ├── structure.py │ │ └── test_utils.py │ └── voxel │ │ ├── __init__.py │ │ ├── scatter_points.py │ │ ├── src │ │ ├── scatter_points_cpu.cpp │ │ ├── scatter_points_cuda.cu │ │ ├── voxelization.cpp │ │ ├── voxelization.h │ │ ├── voxelization_cpu.cpp │ │ └── voxelization_cuda.cu │ │ └── voxelize.py ├── runner │ ├── __init__.py │ └── epoch_based_runner.py └── utils │ ├── __init__.py │ ├── config.py │ ├── logger.py │ └── syncbn.py ├── setup.cfg ├── setup.py ├── setup_jetson_dependencies.sh ├── setup_jetsons.bat ├── setup_jetsons.sh └── tools ├── benchmark.py ├── create_data.py ├── data_converter ├── __init__.py ├── create_gt_database.py └── nuscenes_converter.py ├── download_pretrained.sh ├── export.py ├── test.py ├── train.py └── visualize.py /.gitignore: -------------------------------------------------------------------------------- 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